{"id":23108884,"url":"https://github.com/archishmansengupta/finllm","last_synced_at":"2025-08-16T18:32:11.235Z","repository":{"id":223034125,"uuid":"758936559","full_name":"ArchishmanSengupta/finLLM","owner":"ArchishmanSengupta","description":"finLLM using llama-2-7b-chat-ggml, langchain, chainlit, and faiss vector db on encyclopedia of finance, sfsu","archived":false,"fork":false,"pushed_at":"2024-02-18T19:17:42.000Z","size":26766,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-12-10T15:35:55.334Z","etag":null,"topics":["chainlink","faiss","finance","ggml","langchain","llama2","ollama"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ArchishmanSengupta.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-02-17T14:12:45.000Z","updated_at":"2024-11-23T15:39:08.000Z","dependencies_parsed_at":null,"dependency_job_id":"8ea1c560-574f-40e8-9a48-987a7889b8b8","html_url":"https://github.com/ArchishmanSengupta/finLLM","commit_stats":null,"previous_names":["archishmansengupta/finllm"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ArchishmanSengupta%2FfinLLM","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ArchishmanSengupta%2FfinLLM/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ArchishmanSengupta%2FfinLLM/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ArchishmanSengupta%2FfinLLM/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ArchishmanSengupta","download_url":"https://codeload.github.com/ArchishmanSengupta/finLLM/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230048472,"owners_count":18164743,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["chainlink","faiss","finance","ggml","langchain","llama2","ollama"],"created_at":"2024-12-17T01:31:47.751Z","updated_at":"2024-12-17T01:31:48.740Z","avatar_url":"https://github.com/ArchishmanSengupta.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n## finLLM Chatbot 🤖\n\nThe **finLLM Chatbot** is an AI-powered tool designed for finance-related inquiries. Trained on the vast knowledge of the \"Encyclopedia of Finance,\" this chatbot leverages the state-of-the-art _Llama-2-7B-Chat-GGML_ quantized model, providing accurate and insightful responses to a wide range of financial queries. \n\n![267439062-b2c0ed2f-1393-4d6f-938a-1b2666a2e898](https://github.com/ArchishmanSengupta/finLLM/assets/71402528/53f472a0-b09e-4dbc-8ec6-015bf0fffa10)\n\n\n## 📚 Key Features:\n\n- **Advanced Language Model**: The chatbot is powered by the Llama-2-7B-Chat-GGML quantized model.\n\n- **Trained on Financial Encyclopedia**: The chatbot has been trained on the \"Encyclopedia of Finance,\" providing a solid foundation in finance theory and practice. This allows the chatbot to provide accurate and reliable information on a wide range of financial topics.\n\n- **Built on Langchain and Chainlit**: Developed using technologies such as Langchain and Chainlit, the finLLM Chatbot offers a seamless and intuitive user experience. It operates efficiently on standard hardware configurations, making it accessible to users across different platforms.\n\n## 🚀 Quickstart Guide:\n\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/ArchishmanSengupta/finLLM.git\n   ```\n\n2. Install required dependencies:\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n3. Run the chatbot:\n   ```bash\n   chainlit run model.py -w\n   ```\n\n-----------\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farchishmansengupta%2Ffinllm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farchishmansengupta%2Ffinllm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farchishmansengupta%2Ffinllm/lists"}