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Fix: add litellm/ prefix for Agents SDK model routing#7

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Merged
rejojer merged 2 commits into from
Apr 8, 2026
Merged

Fix: add litellm/ prefix for Agents SDK model routing #7

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88afd2d
fix: add litellm/ prefix for Agents SDK model routing
rejojer Apr 7, 2026
b4481e7
update readme
rejojer Apr 8, 2026
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4 changes: 0 additions & 4 deletions .env.example
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -3,7 +3,3 @@
# Anthropic: LLM_API_KEY=sk-ant-...
# Gemini: LLM_API_KEY=AIza...
LLM_API_KEY=your-key-here

# PageIndex Cloud API key (optional, leave empty for local PageIndex)
# Get your key at https://pageindex.dev
# PAGEINDEX_API_KEY=your-key-here
8 changes: 4 additions & 4 deletions README.md
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -44,10 +44,10 @@ pip install openkb
### Quick start

```bash
# 1. Create a knowledge base
# 1. Create a directory for your knowledge base
mkdir my-kb && cd my-kb

# 2. Initialize
# 2. Initialize the knowledge base
openkb init

# 3. Add documents
Expand All@@ -66,7 +66,7 @@ openkb lint

OpenKB comes with [multi-LLM support](https://docs.litellm.ai/docs/providers) (e.g., OpenAI, Claude, Gemini) via [LiteLLM](https://github.com/BerriAI/litellm) (pinned to a [safe version](https://docs.litellm.ai/blog/security-update-march-2026)).

Create a `.env` file with your LLM API key. Choose your LLM during `openkb init` or edit [`.openkb/config.yaml`](#configuration) (model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers), e.g. `gpt-5.4`, `anthropic/claude-sonnet-4-6`).
Create a `.env` file with your LLM API key. Set your model during `openkb init`, or in [`.openkb/config.yaml`](#configuration), using LiteLLM `provider/model` format (e.g., `gpt-5.4`, `anthropic/claude-sonnet-4-6`).

```bash
LLM_API_KEY=your_llm_api_key
Expand DownExpand Up@@ -146,7 +146,7 @@ pageindex_threshold: 20 # PDF pages threshold for PageIndex
pageindex_api_key_env: "" # (Optional) Environment variable for PageIndex Cloud API key
```

Model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers):
Model names use `provider/model` [LiteLLM format](https://docs.litellm.ai/docs/providers):

| Provider | Model example |
|---|---|
Expand Down
4 changes: 2 additions & 2 deletions openkb/agent/compiler.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -108,7 +108,7 @@ def write_file(path: str, content: str) -> str:
name="wiki-compiler",
instructions=instructions,
tools=[list_files, read_file, write_file],
model=model,
model=f"litellm/{model}",
model_settings=ModelSettings(parallel_tool_calls=False),
)

Expand DownExpand Up@@ -195,7 +195,7 @@ def get_page_content(doc_id: str, pages: str) -> str:
name="wiki-compiler",
instructions=instructions,
tools=[list_files, read_file, write_file, get_page_content],
model=_model,
model=f"litellm/{_model}",
model_settings=ModelSettings(parallel_tool_calls=False),
)

Expand Down
2 changes: 1 addition & 1 deletion openkb/agent/linter.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -72,7 +72,7 @@ def read_file(path: str) -> str:
name="wiki-linter",
instructions=instructions,
tools=[list_files, read_file],
model=model,
model=f"litellm/{model}",
)


Expand Down
2 changes: 1 addition & 1 deletion openkb/agent/query.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -200,7 +200,7 @@ def pageindex_retrieve(doc_id: str, question: str) -> str:
name="wiki-query",
instructions=instructions,
tools=[list_files, read_file, pageindex_retrieve],
model=model,
model=f"litellm/{model}",
model_settings=ModelSettings(parallel_tool_calls=False),
)

Expand Down
2 changes: 1 addition & 1 deletion tests/test_compiler.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -30,7 +30,7 @@ def test_schema_in_instructions(self, tmp_path):

def test_agent_model(self, tmp_path):
agent = build_compiler_agent(str(tmp_path), "my-custom-model")
assert agent.model == "my-custom-model"
assert agent.model == "litellm/my-custom-model"

def test_tool_names(self, tmp_path):
agent = build_compiler_agent(str(tmp_path), "gpt-4o-mini")
Expand Down
2 changes: 1 addition & 1 deletion tests/test_linter.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -31,7 +31,7 @@ def test_schema_in_instructions(self, tmp_path):

def test_agent_model(self, tmp_path):
agent = build_lint_agent(str(tmp_path), "custom-model")
assert agent.model == "custom-model"
assert agent.model == "litellm/custom-model"

def test_instructions_mention_contradictions(self, tmp_path):
agent = build_lint_agent(str(tmp_path), "gpt-4o-mini")
Expand Down
2 changes: 1 addition & 1 deletion tests/test_query.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ def test_schema_in_instructions(self, tmp_path):

def test_agent_model(self, tmp_path):
agent = build_query_agent(str(tmp_path), str(tmp_path / "pi"), "my-model")
assert agent.model == "my-model"
assert agent.model == "litellm/my-model"


class TestPageindexRetrieve:
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Fix: add litellm/ prefix for Agents SDK model routing by rejojer · Pull Request #7 · VectifyAI/OpenKB · GitHub
Skip to content
Fix: add litellm/ prefix for Agents SDK model routing#7

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 Merged

rejojer
merged 2 commits into

from

Apr 8, 2026
 Merged


Fix: add litellm/ prefix for Agents SDK model routing
#7
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88afd2d

fix: add litellm/ prefix for Agents SDK model routing


rejojer Apr 7, 2026
b4481e7

update readme


rejojer Apr 8, 2026

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4 changes: 0 additions & 4 deletions
.env.example

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -3,7 +3,3 @@
# Anthropic: LLM_API_KEY=sk-ant-...
# Gemini: LLM_API_KEY=AIza...
LLM_API_KEY=your-key-here

# PageIndex Cloud API key (optional, leave empty for local PageIndex)
# Get your key at https://pageindex.dev
# PAGEINDEX_API_KEY=your-key-here

8 changes: 4 additions & 4 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -44,10 +44,10 @@ pip install openkb
### Quick start

```bash
# 1. Create a knowledge base
# 1. Create a directory for your knowledge base
mkdir my-kb && cd my-kb

# 2. Initialize
# 2. Initialize the knowledge base
openkb init

# 3. Add documents
Expand All@@ -66,7 +66,7 @@ openkb lint

OpenKB comes with [multi-LLM support](https://docs.litellm.ai/docs/providers) (e.g., OpenAI, Claude, Gemini) via [LiteLLM](https://github.com/BerriAI/litellm) (pinned to a [safe version](https://docs.litellm.ai/blog/security-update-march-2026)).

Create a `.env` file with your LLM API key. Choose your LLM during `openkb init` or edit [`.openkb/config.yaml`](#configuration) (model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers), e.g. `gpt-5.4`, `anthropic/claude-sonnet-4-6`).
Create a `.env` file with your LLM API key. Set your model during `openkb init`, or in [`.openkb/config.yaml`](#configuration), using LiteLLM `provider/model` format (e.g., `gpt-5.4`, `anthropic/claude-sonnet-4-6`).

```bash
LLM_API_KEY=your_llm_api_key
Expand DownExpand Up@@ -146,7 +146,7 @@ pageindex_threshold: 20 # PDF pages threshold for PageIndex
pageindex_api_key_env: "" # (Optional) Environment variable for PageIndex Cloud API key
```

Model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers):
Model names use `provider/model` [LiteLLM format](https://docs.litellm.ai/docs/providers):

| Provider | Model example |
|---|---|
Expand Down

4 changes: 2 additions & 2 deletions
openkb/agent/compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -108,7 +108,7 @@ def write_file(path: str, content: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand DownExpand Up@@ -195,7 +195,7 @@ def get_page_content(doc_id: str, pages: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file, get_page_content],
 model=_model,
 model=f"litellm/{_model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -72,7 +72,7 @@ def read_file(path: str) -> str:
 name="wiki-linter",
 instructions=instructions,
 tools=[list_files, read_file],
 model=model,
 model=f"litellm/{model}",
 )


Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -200,7 +200,7 @@ def pageindex_retrieve(doc_id: str, question: str) -> str:
 name="wiki-query",
 instructions=instructions,
 tools=[list_files, read_file, pageindex_retrieve],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
tests/test_compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,7 +30,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "my-custom-model")
 assert agent.model == "my-custom-model"
 assert agent.model == "litellm/my-custom-model"

 def test_tool_names(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,7 +31,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "custom-model")
 assert agent.model == "custom-model"
 assert agent.model == "litellm/custom-model"

 def test_instructions_mention_contradictions(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_query_agent(str(tmp_path), str(tmp_path / "pi"), "my-model")
 assert agent.model == "my-model"
 assert agent.model == "litellm/my-model"


class TestPageindexRetrieve:
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Fix: add litellm/ prefix for Agents SDK model routing by rejojer · Pull Request #7 · VectifyAI/OpenKB · GitHub
Skip to content
Fix: add litellm/ prefix for Agents SDK model routing#7

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Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

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to your account

 Merged

rejojer
merged 2 commits into

from

Apr 8, 2026
 Merged


Fix: add litellm/ prefix for Agents SDK model routing
#7
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88afd2d

fix: add litellm/ prefix for Agents SDK model routing


rejojer Apr 7, 2026
b4481e7

update readme


rejojer Apr 8, 2026

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4 changes: 0 additions & 4 deletions
.env.example

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -3,7 +3,3 @@
# Anthropic: LLM_API_KEY=sk-ant-...
# Gemini: LLM_API_KEY=AIza...
LLM_API_KEY=your-key-here

# PageIndex Cloud API key (optional, leave empty for local PageIndex)
# Get your key at https://pageindex.dev
# PAGEINDEX_API_KEY=your-key-here

8 changes: 4 additions & 4 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -44,10 +44,10 @@ pip install openkb
### Quick start

```bash
# 1. Create a knowledge base
# 1. Create a directory for your knowledge base
mkdir my-kb && cd my-kb

# 2. Initialize
# 2. Initialize the knowledge base
openkb init

# 3. Add documents
Expand All@@ -66,7 +66,7 @@ openkb lint

OpenKB comes with [multi-LLM support](https://docs.litellm.ai/docs/providers) (e.g., OpenAI, Claude, Gemini) via [LiteLLM](https://github.com/BerriAI/litellm) (pinned to a [safe version](https://docs.litellm.ai/blog/security-update-march-2026)).

Create a `.env` file with your LLM API key. Choose your LLM during `openkb init` or edit [`.openkb/config.yaml`](#configuration) (model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers), e.g. `gpt-5.4`, `anthropic/claude-sonnet-4-6`).
Create a `.env` file with your LLM API key. Set your model during `openkb init`, or in [`.openkb/config.yaml`](#configuration), using LiteLLM `provider/model` format (e.g., `gpt-5.4`, `anthropic/claude-sonnet-4-6`).

```bash
LLM_API_KEY=your_llm_api_key
Expand DownExpand Up@@ -146,7 +146,7 @@ pageindex_threshold: 20 # PDF pages threshold for PageIndex
pageindex_api_key_env: "" # (Optional) Environment variable for PageIndex Cloud API key
```

Model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers):
Model names use `provider/model` [LiteLLM format](https://docs.litellm.ai/docs/providers):

| Provider | Model example |
|---|---|
Expand Down

4 changes: 2 additions & 2 deletions
openkb/agent/compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -108,7 +108,7 @@ def write_file(path: str, content: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand DownExpand Up@@ -195,7 +195,7 @@ def get_page_content(doc_id: str, pages: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file, get_page_content],
 model=_model,
 model=f"litellm/{_model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -72,7 +72,7 @@ def read_file(path: str) -> str:
 name="wiki-linter",
 instructions=instructions,
 tools=[list_files, read_file],
 model=model,
 model=f"litellm/{model}",
 )


Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -200,7 +200,7 @@ def pageindex_retrieve(doc_id: str, question: str) -> str:
 name="wiki-query",
 instructions=instructions,
 tools=[list_files, read_file, pageindex_retrieve],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
tests/test_compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,7 +30,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "my-custom-model")
 assert agent.model == "my-custom-model"
 assert agent.model == "litellm/my-custom-model"

 def test_tool_names(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,7 +31,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "custom-model")
 assert agent.model == "custom-model"
 assert agent.model == "litellm/custom-model"

 def test_instructions_mention_contradictions(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_query_agent(str(tmp_path), str(tmp_path / "pi"), "my-model")
 assert agent.model == "my-model"
 assert agent.model == "litellm/my-model"


class TestPageindexRetrieve:
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
if (q) {
terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
}
}
if (terms.length === 0) return;
var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
function highlight(node) {
if (node.nodeType === 3) { // text node
var text = node.textContent;
var found = false;
terms.forEach(function(term) {
var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Fix: add litellm/ prefix for Agents SDK model routing by rejojer · Pull Request #7 · VectifyAI/OpenKB · GitHub
Skip to content
Fix: add litellm/ prefix for Agents SDK model routing#7

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

 Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and
privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
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to your account

 Merged

rejojer
merged 2 commits into

from

Apr 8, 2026
 Merged


Fix: add litellm/ prefix for Agents SDK model routing
#7
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88afd2d

fix: add litellm/ prefix for Agents SDK model routing


rejojer Apr 7, 2026
b4481e7

update readme


rejojer Apr 8, 2026

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4 changes: 0 additions & 4 deletions
.env.example

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -3,7 +3,3 @@
# Anthropic: LLM_API_KEY=sk-ant-...
# Gemini: LLM_API_KEY=AIza...
LLM_API_KEY=your-key-here

# PageIndex Cloud API key (optional, leave empty for local PageIndex)
# Get your key at https://pageindex.dev
# PAGEINDEX_API_KEY=your-key-here

8 changes: 4 additions & 4 deletions
README.md

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -44,10 +44,10 @@ pip install openkb
### Quick start

```bash
# 1. Create a knowledge base
# 1. Create a directory for your knowledge base
mkdir my-kb && cd my-kb

# 2. Initialize
# 2. Initialize the knowledge base
openkb init

# 3. Add documents
Expand All@@ -66,7 +66,7 @@ openkb lint

OpenKB comes with [multi-LLM support](https://docs.litellm.ai/docs/providers) (e.g., OpenAI, Claude, Gemini) via [LiteLLM](https://github.com/BerriAI/litellm) (pinned to a [safe version](https://docs.litellm.ai/blog/security-update-march-2026)).

Create a `.env` file with your LLM API key. Choose your LLM during `openkb init` or edit [`.openkb/config.yaml`](#configuration) (model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers), e.g. `gpt-5.4`, `anthropic/claude-sonnet-4-6`).
Create a `.env` file with your LLM API key. Set your model during `openkb init`, or in [`.openkb/config.yaml`](#configuration), using LiteLLM `provider/model` format (e.g., `gpt-5.4`, `anthropic/claude-sonnet-4-6`).

```bash
LLM_API_KEY=your_llm_api_key
Expand DownExpand Up@@ -146,7 +146,7 @@ pageindex_threshold: 20 # PDF pages threshold for PageIndex
pageindex_api_key_env: "" # (Optional) Environment variable for PageIndex Cloud API key
```

Model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers):
Model names use `provider/model` [LiteLLM format](https://docs.litellm.ai/docs/providers):

| Provider | Model example |
|---|---|
Expand Down

4 changes: 2 additions & 2 deletions
openkb/agent/compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -108,7 +108,7 @@ def write_file(path: str, content: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand DownExpand Up@@ -195,7 +195,7 @@ def get_page_content(doc_id: str, pages: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file, get_page_content],
 model=_model,
 model=f"litellm/{_model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/linter.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -72,7 +72,7 @@ def read_file(path: str) -> str:
 name="wiki-linter",
 instructions=instructions,
 tools=[list_files, read_file],
 model=model,
 model=f"litellm/{model}",
 )


Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/query.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -200,7 +200,7 @@ def pageindex_retrieve(doc_id: str, question: str) -> str:
 name="wiki-query",
 instructions=instructions,
 tools=[list_files, read_file, pageindex_retrieve],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
tests/test_compiler.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,7 +30,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "my-custom-model")
 assert agent.model == "my-custom-model"
 assert agent.model == "litellm/my-custom-model"

 def test_tool_names(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_linter.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,7 +31,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "custom-model")
 assert agent.model == "custom-model"
 assert agent.model == "litellm/custom-model"

 def test_instructions_mention_contradictions(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_query.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_query_agent(str(tmp_path), str(tmp_path / "pi"), "my-model")
 assert agent.model == "my-model"
 assert agent.model == "litellm/my-model"


class TestPageindexRetrieve:
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
Fix: add litellm/ prefix for Agents SDK model routing by rejojer · Pull Request #7 · VectifyAI/OpenKB · GitHub
Skip to content
Fix: add litellm/ prefix for Agents SDK model routing#7

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 Merged

rejojer
merged 2 commits into

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Apr 8, 2026
 Merged


Fix: add litellm/ prefix for Agents SDK model routing
#7
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88afd2d

fix: add litellm/ prefix for Agents SDK model routing


rejojer Apr 7, 2026
b4481e7

update readme


rejojer Apr 8, 2026

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4 changes: 0 additions & 4 deletions
.env.example

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -3,7 +3,3 @@
# Anthropic: LLM_API_KEY=sk-ant-...
# Gemini: LLM_API_KEY=AIza...
LLM_API_KEY=your-key-here

# PageIndex Cloud API key (optional, leave empty for local PageIndex)
# Get your key at https://pageindex.dev
# PAGEINDEX_API_KEY=your-key-here

8 changes: 4 additions & 4 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -44,10 +44,10 @@ pip install openkb
### Quick start

```bash
# 1. Create a knowledge base
# 1. Create a directory for your knowledge base
mkdir my-kb && cd my-kb

# 2. Initialize
# 2. Initialize the knowledge base
openkb init

# 3. Add documents
Expand All@@ -66,7 +66,7 @@ openkb lint

OpenKB comes with [multi-LLM support](https://docs.litellm.ai/docs/providers) (e.g., OpenAI, Claude, Gemini) via [LiteLLM](https://github.com/BerriAI/litellm) (pinned to a [safe version](https://docs.litellm.ai/blog/security-update-march-2026)).

Create a `.env` file with your LLM API key. Choose your LLM during `openkb init` or edit [`.openkb/config.yaml`](#configuration) (model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers), e.g. `gpt-5.4`, `anthropic/claude-sonnet-4-6`).
Create a `.env` file with your LLM API key. Set your model during `openkb init`, or in [`.openkb/config.yaml`](#configuration), using LiteLLM `provider/model` format (e.g., `gpt-5.4`, `anthropic/claude-sonnet-4-6`).

```bash
LLM_API_KEY=your_llm_api_key
Expand DownExpand Up@@ -146,7 +146,7 @@ pageindex_threshold: 20 # PDF pages threshold for PageIndex
pageindex_api_key_env: "" # (Optional) Environment variable for PageIndex Cloud API key
```

Model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers):
Model names use `provider/model` [LiteLLM format](https://docs.litellm.ai/docs/providers):

| Provider | Model example |
|---|---|
Expand Down

4 changes: 2 additions & 2 deletions
openkb/agent/compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -108,7 +108,7 @@ def write_file(path: str, content: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand DownExpand Up@@ -195,7 +195,7 @@ def get_page_content(doc_id: str, pages: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file, get_page_content],
 model=_model,
 model=f"litellm/{_model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -72,7 +72,7 @@ def read_file(path: str) -> str:
 name="wiki-linter",
 instructions=instructions,
 tools=[list_files, read_file],
 model=model,
 model=f"litellm/{model}",
 )


Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -200,7 +200,7 @@ def pageindex_retrieve(doc_id: str, question: str) -> str:
 name="wiki-query",
 instructions=instructions,
 tools=[list_files, read_file, pageindex_retrieve],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
tests/test_compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,7 +30,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "my-custom-model")
 assert agent.model == "my-custom-model"
 assert agent.model == "litellm/my-custom-model"

 def test_tool_names(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,7 +31,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "custom-model")
 assert agent.model == "custom-model"
 assert agent.model == "litellm/custom-model"

 def test_instructions_mention_contradictions(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_query_agent(str(tmp_path), str(tmp_path / "pi"), "my-model")
 assert agent.model == "my-model"
 assert agent.model == "litellm/my-model"


class TestPageindexRetrieve:
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Fix: add litellm/ prefix for Agents SDK model routing by rejojer · Pull Request #7 · VectifyAI/OpenKB · GitHub
Skip to content
Fix: add litellm/ prefix for Agents SDK model routing#7

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 Merged

rejojer
merged 2 commits into

from

Apr 8, 2026
 Merged


Fix: add litellm/ prefix for Agents SDK model routing
#7
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88afd2d

fix: add litellm/ prefix for Agents SDK model routing


rejojer Apr 7, 2026
b4481e7

update readme


rejojer Apr 8, 2026

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4 changes: 0 additions & 4 deletions
.env.example

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -3,7 +3,3 @@
# Anthropic: LLM_API_KEY=sk-ant-...
# Gemini: LLM_API_KEY=AIza...
LLM_API_KEY=your-key-here

# PageIndex Cloud API key (optional, leave empty for local PageIndex)
# Get your key at https://pageindex.dev
# PAGEINDEX_API_KEY=your-key-here

8 changes: 4 additions & 4 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -44,10 +44,10 @@ pip install openkb
### Quick start

```bash
# 1. Create a knowledge base
# 1. Create a directory for your knowledge base
mkdir my-kb && cd my-kb

# 2. Initialize
# 2. Initialize the knowledge base
openkb init

# 3. Add documents
Expand All@@ -66,7 +66,7 @@ openkb lint

OpenKB comes with [multi-LLM support](https://docs.litellm.ai/docs/providers) (e.g., OpenAI, Claude, Gemini) via [LiteLLM](https://github.com/BerriAI/litellm) (pinned to a [safe version](https://docs.litellm.ai/blog/security-update-march-2026)).

Create a `.env` file with your LLM API key. Choose your LLM during `openkb init` or edit [`.openkb/config.yaml`](#configuration) (model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers), e.g. `gpt-5.4`, `anthropic/claude-sonnet-4-6`).
Create a `.env` file with your LLM API key. Set your model during `openkb init`, or in [`.openkb/config.yaml`](#configuration), using LiteLLM `provider/model` format (e.g., `gpt-5.4`, `anthropic/claude-sonnet-4-6`).

```bash
LLM_API_KEY=your_llm_api_key
Expand DownExpand Up@@ -146,7 +146,7 @@ pageindex_threshold: 20 # PDF pages threshold for PageIndex
pageindex_api_key_env: "" # (Optional) Environment variable for PageIndex Cloud API key
```

Model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers):
Model names use `provider/model` [LiteLLM format](https://docs.litellm.ai/docs/providers):

| Provider | Model example |
|---|---|
Expand Down

4 changes: 2 additions & 2 deletions
openkb/agent/compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -108,7 +108,7 @@ def write_file(path: str, content: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand DownExpand Up@@ -195,7 +195,7 @@ def get_page_content(doc_id: str, pages: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file, get_page_content],
 model=_model,
 model=f"litellm/{_model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -72,7 +72,7 @@ def read_file(path: str) -> str:
 name="wiki-linter",
 instructions=instructions,
 tools=[list_files, read_file],
 model=model,
 model=f"litellm/{model}",
 )


Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -200,7 +200,7 @@ def pageindex_retrieve(doc_id: str, question: str) -> str:
 name="wiki-query",
 instructions=instructions,
 tools=[list_files, read_file, pageindex_retrieve],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
tests/test_compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,7 +30,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "my-custom-model")
 assert agent.model == "my-custom-model"
 assert agent.model == "litellm/my-custom-model"

 def test_tool_names(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,7 +31,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "custom-model")
 assert agent.model == "custom-model"
 assert agent.model == "litellm/custom-model"

 def test_instructions_mention_contradictions(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_query_agent(str(tmp_path), str(tmp_path / "pi"), "my-model")
 assert agent.model == "my-model"
 assert agent.model == "litellm/my-model"


class TestPageindexRetrieve:
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Fix: add litellm/ prefix for Agents SDK model routing by rejojer · Pull Request #7 · VectifyAI/OpenKB · GitHub
Skip to content
Fix: add litellm/ prefix for Agents SDK model routing#7

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Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

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 Merged

rejojer
merged 2 commits into

from

Apr 8, 2026
 Merged


Fix: add litellm/ prefix for Agents SDK model routing
#7
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88afd2d

fix: add litellm/ prefix for Agents SDK model routing


rejojer Apr 7, 2026
b4481e7

update readme


rejojer Apr 8, 2026

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4 changes: 0 additions & 4 deletions
.env.example

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -3,7 +3,3 @@
# Anthropic: LLM_API_KEY=sk-ant-...
# Gemini: LLM_API_KEY=AIza...
LLM_API_KEY=your-key-here

# PageIndex Cloud API key (optional, leave empty for local PageIndex)
# Get your key at https://pageindex.dev
# PAGEINDEX_API_KEY=your-key-here

8 changes: 4 additions & 4 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -44,10 +44,10 @@ pip install openkb
### Quick start

```bash
# 1. Create a knowledge base
# 1. Create a directory for your knowledge base
mkdir my-kb && cd my-kb

# 2. Initialize
# 2. Initialize the knowledge base
openkb init

# 3. Add documents
Expand All@@ -66,7 +66,7 @@ openkb lint

OpenKB comes with [multi-LLM support](https://docs.litellm.ai/docs/providers) (e.g., OpenAI, Claude, Gemini) via [LiteLLM](https://github.com/BerriAI/litellm) (pinned to a [safe version](https://docs.litellm.ai/blog/security-update-march-2026)).

Create a `.env` file with your LLM API key. Choose your LLM during `openkb init` or edit [`.openkb/config.yaml`](#configuration) (model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers), e.g. `gpt-5.4`, `anthropic/claude-sonnet-4-6`).
Create a `.env` file with your LLM API key. Set your model during `openkb init`, or in [`.openkb/config.yaml`](#configuration), using LiteLLM `provider/model` format (e.g., `gpt-5.4`, `anthropic/claude-sonnet-4-6`).

```bash
LLM_API_KEY=your_llm_api_key
Expand DownExpand Up@@ -146,7 +146,7 @@ pageindex_threshold: 20 # PDF pages threshold for PageIndex
pageindex_api_key_env: "" # (Optional) Environment variable for PageIndex Cloud API key
```

Model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers):
Model names use `provider/model` [LiteLLM format](https://docs.litellm.ai/docs/providers):

| Provider | Model example |
|---|---|
Expand Down

4 changes: 2 additions & 2 deletions
openkb/agent/compiler.py

View file


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Original file line numberDiff line numberDiff line change
Expand Up@@ -108,7 +108,7 @@ def write_file(path: str, content: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand DownExpand Up@@ -195,7 +195,7 @@ def get_page_content(doc_id: str, pages: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file, get_page_content],
 model=_model,
 model=f"litellm/{_model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/linter.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -72,7 +72,7 @@ def read_file(path: str) -> str:
 name="wiki-linter",
 instructions=instructions,
 tools=[list_files, read_file],
 model=model,
 model=f"litellm/{model}",
 )


Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/query.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -200,7 +200,7 @@ def pageindex_retrieve(doc_id: str, question: str) -> str:
 name="wiki-query",
 instructions=instructions,
 tools=[list_files, read_file, pageindex_retrieve],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
tests/test_compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,7 +30,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "my-custom-model")
 assert agent.model == "my-custom-model"
 assert agent.model == "litellm/my-custom-model"

 def test_tool_names(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_linter.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,7 +31,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "custom-model")
 assert agent.model == "custom-model"
 assert agent.model == "litellm/custom-model"

 def test_instructions_mention_contradictions(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_query.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_query_agent(str(tmp_path), str(tmp_path / "pi"), "my-model")
 assert agent.model == "my-model"
 assert agent.model == "litellm/my-model"


class TestPageindexRetrieve:
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
(function() {
var enabled = true;
function applyDarkMode() {
if (!enabled) return;
// Create style element if it doesn't exist
var style = document.getElementById('universal-dark-mode-style');
if (!style) {
style = document.createElement('style');
style.id = 'universal-dark-mode-style';
document.head.appendChild(style);
}
// Dark mode CSS - inverts colors but preserves images/video
style.textContent = '
/* Invert everything except media */
html {
filter: invert(1) hue-rotate(180deg) !important;
background: #1a1a2e !important;
}
/* Restore images, videos, iframes, canvas */
img, video, iframe, canvas, svg, picture, [style*="background-image"] {
filter: invert(1) hue-rotate(180deg) !important;
}
/* Preserve specific elements that should not be inverted */
.no-dark-mode, .no-dark-mode *,
[data-theme="light"], [data-theme="light"],
.ace_editor, .ace_editor *,
.CodeMirror, .CodeMirror *,
.monaco-editor, .monaco-editor *,
.markdown-body pre, .markdown-body pre *,
.highlight, .highlight *,
pre code, pre code * {
filter: none !important;
}
/* Fix common UI elements */
.modal, .popup, .dropdown-menu, .tooltip, .popover {
filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
border-color: #444 !important;
}
/* Scrollbars */
::-webkit-scrollbar { background: #1a1a2e !important; }
::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
/* Selection */
::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
';
}
function removeDarkMode() {
var style = document.getElementById('universal-dark-mode-style');
if (style) style.remove();
}
// Toggle with Alt+Shift+D
document.addEventListener('keydown', function(e) {
if (e.altKey && e.shiftKey && e.key === 'D') {
e.preventDefault();
enabled = !enabled;
if (enabled) {
applyDarkMode();
console.log('[Universal Dark Mode] Enabled');
} else {
removeDarkMode();
console.log('[Universal Dark Mode] Disabled');
}
}
});
// Apply on load
applyDarkMode();
// Re-apply on dynamic content
var observer = new MutationObserver(function(mutations) {
if (enabled && !document.getElementById('universal-dark-mode-style')) {
applyDarkMode();
}
});
observer.observe(document.head, { childList: true });
console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
Fix: add litellm/ prefix for Agents SDK model routing by rejojer · Pull Request #7 · VectifyAI/OpenKB · GitHub
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Fix: add litellm/ prefix for Agents SDK model routing#7

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 Merged

rejojer
merged 2 commits into

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Apr 8, 2026
 Merged


Fix: add litellm/ prefix for Agents SDK model routing
#7
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88afd2d

fix: add litellm/ prefix for Agents SDK model routing


rejojer Apr 7, 2026
b4481e7

update readme


rejojer Apr 8, 2026

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4 changes: 0 additions & 4 deletions
.env.example

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -3,7 +3,3 @@
# Anthropic: LLM_API_KEY=sk-ant-...
# Gemini: LLM_API_KEY=AIza...
LLM_API_KEY=your-key-here

# PageIndex Cloud API key (optional, leave empty for local PageIndex)
# Get your key at https://pageindex.dev
# PAGEINDEX_API_KEY=your-key-here

8 changes: 4 additions & 4 deletions
README.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -44,10 +44,10 @@ pip install openkb
### Quick start

```bash
# 1. Create a knowledge base
# 1. Create a directory for your knowledge base
mkdir my-kb && cd my-kb

# 2. Initialize
# 2. Initialize the knowledge base
openkb init

# 3. Add documents
Expand All@@ -66,7 +66,7 @@ openkb lint

OpenKB comes with [multi-LLM support](https://docs.litellm.ai/docs/providers) (e.g., OpenAI, Claude, Gemini) via [LiteLLM](https://github.com/BerriAI/litellm) (pinned to a [safe version](https://docs.litellm.ai/blog/security-update-march-2026)).

Create a `.env` file with your LLM API key. Choose your LLM during `openkb init` or edit [`.openkb/config.yaml`](#configuration) (model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers), e.g. `gpt-5.4`, `anthropic/claude-sonnet-4-6`).
Create a `.env` file with your LLM API key. Set your model during `openkb init`, or in [`.openkb/config.yaml`](#configuration), using LiteLLM `provider/model` format (e.g., `gpt-5.4`, `anthropic/claude-sonnet-4-6`).

```bash
LLM_API_KEY=your_llm_api_key
Expand DownExpand Up@@ -146,7 +146,7 @@ pageindex_threshold: 20 # PDF pages threshold for PageIndex
pageindex_api_key_env: "" # (Optional) Environment variable for PageIndex Cloud API key
```

Model names follow [LiteLLM format](https://docs.litellm.ai/docs/providers):
Model names use `provider/model` [LiteLLM format](https://docs.litellm.ai/docs/providers):

| Provider | Model example |
|---|---|
Expand Down

4 changes: 2 additions & 2 deletions
openkb/agent/compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -108,7 +108,7 @@ def write_file(path: str, content: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand DownExpand Up@@ -195,7 +195,7 @@ def get_page_content(doc_id: str, pages: str) -> str:
 name="wiki-compiler",
 instructions=instructions,
 tools=[list_files, read_file, write_file, get_page_content],
 model=_model,
 model=f"litellm/{_model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -72,7 +72,7 @@ def read_file(path: str) -> str:
 name="wiki-linter",
 instructions=instructions,
 tools=[list_files, read_file],
 model=model,
 model=f"litellm/{model}",
 )


Expand Down

2 changes: 1 addition & 1 deletion
openkb/agent/query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -200,7 +200,7 @@ def pageindex_retrieve(doc_id: str, question: str) -> str:
 name="wiki-query",
 instructions=instructions,
 tools=[list_files, read_file, pageindex_retrieve],
 model=model,
 model=f"litellm/{model}",
 model_settings=ModelSettings(parallel_tool_calls=False),
 )

Expand Down

2 changes: 1 addition & 1 deletion
tests/test_compiler.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,7 +30,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "my-custom-model")
 assert agent.model == "my-custom-model"
 assert agent.model == "litellm/my-custom-model"

 def test_tool_names(self, tmp_path):
 agent = build_compiler_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_linter.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,7 +31,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "custom-model")
 assert agent.model == "custom-model"
 assert agent.model == "litellm/custom-model"

 def test_instructions_mention_contradictions(self, tmp_path):
 agent = build_lint_agent(str(tmp_path), "gpt-4o-mini")
Expand Down

2 changes: 1 addition & 1 deletion
tests/test_query.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -38,7 +38,7 @@ def test_schema_in_instructions(self, tmp_path):

 def test_agent_model(self, tmp_path):
 agent = build_query_agent(str(tmp_path), str(tmp_path / "pi"), "my-model")
 assert agent.model == "my-model"
 assert agent.model == "litellm/my-model"


class TestPageindexRetrieve:
Expand Down