{"repo":"viczommers/CentralBank-LLM","free":true,"listed":false,"github":"https://github.com/viczommers/CentralBank-LLM","clone":"git clone https://github.com/viczommers/CentralBank-LLM.git","description":"The first Open-Souce RAG-LLM tool to analyse macroeconomic data and forecasts 🦜🔗","language":"Python","stars":44,"topics":["dash","finance","langchain","llm","plotly","chatgpt-api","chromadb","macroeconomics","plotly-dash","retrieval-augmented-generation"],"license":"GPL-2.0","category":"ai-agents","readme_excerpt":"CentralBank-LLM (ChatGPT, Langchain) 🥈Plotly-Langchain Challenge Winner View Webinar Recording Discover what top banking institutions really think about macroeconomic conditions (inflation, interest rates, GDP, unemployment, oil prices). Plotly Dash App is built to extract main highlights and query latest central banking publications from: - Federal Reserve - Bank of England - European Central Bank The RAG-LLM retriever is trained to answer user prompts and generate plots exclusively using textual data downloaded directly from central banks . It also provides citations to the original publications (source, author, and page information). [!TIP] Lambda Capture is glad to announce our Prod-level Vector Store that morally supersedes my Repo - Model Context Protocol (MCP) (Plug-n-Play integration of our tools into your Agent) - REST API for Semantic Search (on-demand context) - ⭐ Like what you see? Give us a start! How to install & run the app : 1. 2. change directory to cloned repository 3. 4. 5. open the app at http://localhost:8050/ Notes & Known Issues: Langchain Chroma vectorstore deletion [!IMPORTANT] ChromaDB is known to have issues in Streamlit/Dash apps when trying to delete collections or reset the database (if ChromaDB was used in a running callback). This behaviour results in new embeddings being appended to old db. Every Vectordb instance including as.retriever() needs to be set to None i.e. connection to Chroma terminated for the files to be released for deletion, o","default_branch":null,"files":null,"tree":[],"storefront":"/r/viczommers","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/viczommers/CentralBank-LLM/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}