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FinAgent

Installation

conda create -n finagent python=3.10
conda activate finagent
#for linux
apt-get update && apt-get install -y libmagic-dev
# for mac
pip install python-magic-bin==0.4.14
conda install -c pytorch faiss-cpu=1.7.4 mkl=2021 blas=1.0=mkl
pip install -r requirements.txt
playwright install
# for linux
playwright install-deps

Prepare the environment variables

The suggested way to do it is to create a .env file in the root of the repository (never push this file to GitHub) where variables can be defined. Please check the examples below. Sample .env file containing private info that should never be on git/GitHub:

OA_OPENAI_KEY = "abc123abc123abc123abc123abc123" # https://platform.openai.com/docs/overview
OA_FMP_KEY = "abc123abc123abc123abc123abc123" # https://site.financialmodelingprep.com/developer/docs
OA_POLYGON_KEY = "abc123abc123abc123abc123abc123" # https://polygon.io/
OA_YAHOOFINANCE_KEY = "abc123abc123abc123abc123abc123" # https://finnhub.io/
HUGGINEFACE_KEY = "abc123abc123abc123abc123abc123" # https://huggingface.co/
RAPIDAPI_KEY = "abc123abc123abc123abc123abc123" # https://rapidapi.com/
ALPHA_VANTAGE_KEY = "abc123abc123abc123abc123abc123" # https://www.alphavantage.co/

Prepare the data


1. Download the data
python tools/download_prices.py
python tools/download_news.py
...
2. Process the data
python tools/data_process.py

Run

python main.py
python main_mi_w_decision.py
...

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n 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;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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FinAgent

Installation

conda create -n finagent python=3.10
conda activate finagent
#for linux
apt-get update && apt-get install -y libmagic-dev
# for mac
pip install python-magic-bin==0.4.14
conda install -c pytorch faiss-cpu=1.7.4 mkl=2021 blas=1.0=mkl
pip install -r requirements.txt
playwright install
# for linux
playwright install-deps

Prepare the environment variables

The suggested way to do it is to create a .env file in the root of the repository (never push this file to GitHub) where variables can be defined. Please check the examples below. Sample .env file containing private info that should never be on git/GitHub:

OA_OPENAI_KEY = "abc123abc123abc123abc123abc123" # https://platform.openai.com/docs/overview
OA_FMP_KEY = "abc123abc123abc123abc123abc123" # https://site.financialmodelingprep.com/developer/docs
OA_POLYGON_KEY = "abc123abc123abc123abc123abc123" # https://polygon.io/
OA_YAHOOFINANCE_KEY = "abc123abc123abc123abc123abc123" # https://finnhub.io/
HUGGINEFACE_KEY = "abc123abc123abc123abc123abc123" # https://huggingface.co/
RAPIDAPI_KEY = "abc123abc123abc123abc123abc123" # https://rapidapi.com/
ALPHA_VANTAGE_KEY = "abc123abc123abc123abc123abc123" # https://www.alphavantage.co/

Prepare the data


1. Download the data
python tools/download_prices.py
python tools/download_news.py
...
2. Process the data
python tools/data_process.py

Run

python main.py
python main_mi_w_decision.py
...

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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FinAgent

Installation

conda create -n finagent python=3.10
conda activate finagent
#for linux
apt-get update && apt-get install -y libmagic-dev
# for mac
pip install python-magic-bin==0.4.14
conda install -c pytorch faiss-cpu=1.7.4 mkl=2021 blas=1.0=mkl
pip install -r requirements.txt
playwright install
# for linux
playwright install-deps

Prepare the environment variables

The suggested way to do it is to create a .env file in the root of the repository (never push this file to GitHub) where variables can be defined. Please check the examples below. Sample .env file containing private info that should never be on git/GitHub:

OA_OPENAI_KEY = "abc123abc123abc123abc123abc123" # https://platform.openai.com/docs/overview
OA_FMP_KEY = "abc123abc123abc123abc123abc123" # https://site.financialmodelingprep.com/developer/docs
OA_POLYGON_KEY = "abc123abc123abc123abc123abc123" # https://polygon.io/
OA_YAHOOFINANCE_KEY = "abc123abc123abc123abc123abc123" # https://finnhub.io/
HUGGINEFACE_KEY = "abc123abc123abc123abc123abc123" # https://huggingface.co/
RAPIDAPI_KEY = "abc123abc123abc123abc123abc123" # https://rapidapi.com/
ALPHA_VANTAGE_KEY = "abc123abc123abc123abc123abc123" # https://www.alphavantage.co/

Prepare the data


1. Download the data
python tools/download_prices.py
python tools/download_news.py
...
2. Process the data
python tools/data_process.py

Run

python main.py
python main_mi_w_decision.py
...

About

No description, website, or topics provided.

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76 stars

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1 watching

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Languages

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

Installation

conda create -n finagent python=3.10
conda activate finagent
#for linux
apt-get update && apt-get install -y libmagic-dev
# for mac
pip install python-magic-bin==0.4.14
conda install -c pytorch faiss-cpu=1.7.4 mkl=2021 blas=1.0=mkl
pip install -r requirements.txt
playwright install
# for linux
playwright install-deps

Prepare the environment variables

The suggested way to do it is to create a .env file in the root of the repository (never push this file to GitHub) where variables can be defined. Please check the examples below. Sample .env file containing private info that should never be on git/GitHub:

OA_OPENAI_KEY = "abc123abc123abc123abc123abc123" # https://platform.openai.com/docs/overview
OA_FMP_KEY = "abc123abc123abc123abc123abc123" # https://site.financialmodelingprep.com/developer/docs
OA_POLYGON_KEY = "abc123abc123abc123abc123abc123" # https://polygon.io/
OA_YAHOOFINANCE_KEY = "abc123abc123abc123abc123abc123" # https://finnhub.io/
HUGGINEFACE_KEY = "abc123abc123abc123abc123abc123" # https://huggingface.co/
RAPIDAPI_KEY = "abc123abc123abc123abc123abc123" # https://rapidapi.com/
ALPHA_VANTAGE_KEY = "abc123abc123abc123abc123abc123" # https://www.alphavantage.co/

Prepare the data


1. Download the data
python tools/download_prices.py
python tools/download_news.py
...
2. Process the data
python tools/data_process.py

Run

python main.py
python main_mi_w_decision.py
...

About

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76 stars

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1 watching

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

Installation

conda create -n finagent python=3.10
conda activate finagent
#for linux
apt-get update && apt-get install -y libmagic-dev
# for mac
pip install python-magic-bin==0.4.14
conda install -c pytorch faiss-cpu=1.7.4 mkl=2021 blas=1.0=mkl
pip install -r requirements.txt
playwright install
# for linux
playwright install-deps

Prepare the environment variables

The suggested way to do it is to create a .env file in the root of the repository (never push this file to GitHub) where variables can be defined. Please check the examples below. Sample .env file containing private info that should never be on git/GitHub:

OA_OPENAI_KEY = "abc123abc123abc123abc123abc123" # https://platform.openai.com/docs/overview
OA_FMP_KEY = "abc123abc123abc123abc123abc123" # https://site.financialmodelingprep.com/developer/docs
OA_POLYGON_KEY = "abc123abc123abc123abc123abc123" # https://polygon.io/
OA_YAHOOFINANCE_KEY = "abc123abc123abc123abc123abc123" # https://finnhub.io/
HUGGINEFACE_KEY = "abc123abc123abc123abc123abc123" # https://huggingface.co/
RAPIDAPI_KEY = "abc123abc123abc123abc123abc123" # https://rapidapi.com/
ALPHA_VANTAGE_KEY = "abc123abc123abc123abc123abc123" # https://www.alphavantage.co/

Prepare the data


1. Download the data
python tools/download_prices.py
python tools/download_news.py
...
2. Process the data
python tools/data_process.py

Run

python main.py
python main_mi_w_decision.py
...

About

No description, website, or topics provided.

Resources

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76 stars

Watchers

1 watching

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Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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FinAgent

Installation

conda create -n finagent python=3.10
conda activate finagent
#for linux
apt-get update && apt-get install -y libmagic-dev
# for mac
pip install python-magic-bin==0.4.14
conda install -c pytorch faiss-cpu=1.7.4 mkl=2021 blas=1.0=mkl
pip install -r requirements.txt
playwright install
# for linux
playwright install-deps

Prepare the environment variables

The suggested way to do it is to create a .env file in the root of the repository (never push this file to GitHub) where variables can be defined. Please check the examples below. Sample .env file containing private info that should never be on git/GitHub:

OA_OPENAI_KEY = "abc123abc123abc123abc123abc123" # https://platform.openai.com/docs/overview
OA_FMP_KEY = "abc123abc123abc123abc123abc123" # https://site.financialmodelingprep.com/developer/docs
OA_POLYGON_KEY = "abc123abc123abc123abc123abc123" # https://polygon.io/
OA_YAHOOFINANCE_KEY = "abc123abc123abc123abc123abc123" # https://finnhub.io/
HUGGINEFACE_KEY = "abc123abc123abc123abc123abc123" # https://huggingface.co/
RAPIDAPI_KEY = "abc123abc123abc123abc123abc123" # https://rapidapi.com/
ALPHA_VANTAGE_KEY = "abc123abc123abc123abc123abc123" # https://www.alphavantage.co/

Prepare the data


1. Download the data
python tools/download_prices.py
python tools/download_news.py
...
2. Process the data
python tools/data_process.py

Run

python main.py
python main_mi_w_decision.py
...

About

No description, website, or topics provided.

Resources

Stars

76 stars

Watchers

1 watching

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Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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FinAgent

Installation

conda create -n finagent python=3.10
conda activate finagent
#for linux
apt-get update && apt-get install -y libmagic-dev
# for mac
pip install python-magic-bin==0.4.14
conda install -c pytorch faiss-cpu=1.7.4 mkl=2021 blas=1.0=mkl
pip install -r requirements.txt
playwright install
# for linux
playwright install-deps

Prepare the environment variables

The suggested way to do it is to create a .env file in the root of the repository (never push this file to GitHub) where variables can be defined. Please check the examples below. Sample .env file containing private info that should never be on git/GitHub:

OA_OPENAI_KEY = "abc123abc123abc123abc123abc123" # https://platform.openai.com/docs/overview
OA_FMP_KEY = "abc123abc123abc123abc123abc123" # https://site.financialmodelingprep.com/developer/docs
OA_POLYGON_KEY = "abc123abc123abc123abc123abc123" # https://polygon.io/
OA_YAHOOFINANCE_KEY = "abc123abc123abc123abc123abc123" # https://finnhub.io/
HUGGINEFACE_KEY = "abc123abc123abc123abc123abc123" # https://huggingface.co/
RAPIDAPI_KEY = "abc123abc123abc123abc123abc123" # https://rapidapi.com/
ALPHA_VANTAGE_KEY = "abc123abc123abc123abc123abc123" # https://www.alphavantage.co/

Prepare the data


1. Download the data
python tools/download_prices.py
python tools/download_news.py
...
2. Process the data
python tools/data_process.py

Run

python main.py
python main_mi_w_decision.py
...

About

No description, website, or topics provided.

Resources

Stars

76 stars

Watchers

1 watching

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Contributors

Languages

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

Installation

conda create -n finagent python=3.10
conda activate finagent
#for linux
apt-get update && apt-get install -y libmagic-dev
# for mac
pip install python-magic-bin==0.4.14
conda install -c pytorch faiss-cpu=1.7.4 mkl=2021 blas=1.0=mkl
pip install -r requirements.txt
playwright install
# for linux
playwright install-deps

Prepare the environment variables

The suggested way to do it is to create a .env file in the root of the repository (never push this file to GitHub) where variables can be defined. Please check the examples below. Sample .env file containing private info that should never be on git/GitHub:

OA_OPENAI_KEY = "abc123abc123abc123abc123abc123" # https://platform.openai.com/docs/overview
OA_FMP_KEY = "abc123abc123abc123abc123abc123" # https://site.financialmodelingprep.com/developer/docs
OA_POLYGON_KEY = "abc123abc123abc123abc123abc123" # https://polygon.io/
OA_YAHOOFINANCE_KEY = "abc123abc123abc123abc123abc123" # https://finnhub.io/
HUGGINEFACE_KEY = "abc123abc123abc123abc123abc123" # https://huggingface.co/
RAPIDAPI_KEY = "abc123abc123abc123abc123abc123" # https://rapidapi.com/
ALPHA_VANTAGE_KEY = "abc123abc123abc123abc123abc123" # https://www.alphavantage.co/

Prepare the data


1. Download the data
python tools/download_prices.py
python tools/download_news.py
...
2. Process the data
python tools/data_process.py

Run

python main.py
python main_mi_w_decision.py
...

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