{"id":17661788,"url":"https://github.com/adirthaborgohain/gpt-qa-chat","last_synced_at":"2025-03-30T11:25:24.534Z","repository":{"id":78059579,"uuid":"605646417","full_name":"AdirthaBorgohain/GPT-QA-Chat","owner":"AdirthaBorgohain","description":"A Question Answering chatbot powered by GPT-3 and sentence-transformers that can answer questions based on your own data","archived":false,"fork":false,"pushed_at":"2023-02-27T05:38:06.000Z","size":16461,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-05T13:18:11.004Z","etag":null,"topics":["bot","chatbot","gpt-3","natural-language-processing","nlp","question-answering"],"latest_commit_sha":null,"homepage":"https://huggingface.co/spaces/adirtha1903/CapedConversations","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AdirthaBorgohain.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-02-23T15:48:23.000Z","updated_at":"2024-06-02T10:11:35.000Z","dependencies_parsed_at":"2023-03-21T12:08:26.858Z","dependency_job_id":null,"html_url":"https://github.com/AdirthaBorgohain/GPT-QA-Chat","commit_stats":null,"previous_names":["adirthaborgohain/gpt-qa-chat"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdirthaBorgohain%2FGPT-QA-Chat","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdirthaBorgohain%2FGPT-QA-Chat/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdirthaBorgohain%2FGPT-QA-Chat/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdirthaBorgohain%2FGPT-QA-Chat/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AdirthaBorgohain","download_url":"https://codeload.github.com/AdirthaBorgohain/GPT-QA-Chat/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246309850,"owners_count":20756810,"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":["bot","chatbot","gpt-3","natural-language-processing","nlp","question-answering"],"created_at":"2024-10-23T17:42:15.915Z","updated_at":"2025-03-30T11:25:24.515Z","avatar_url":"https://github.com/AdirthaBorgohain.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GPT-QA-Chat\n\nA Question Answering chatbot powered by GPT-3 answer synthesis and sentence-transformers sentence embeddings that can answer questions based on your own data. Here, we use a PDF file about superheroes and their evolution and influence on pop-culture. The knowledge from the PDF is fed into the bot so that the bot can later answer questions about it when asked.\n\nCurrently works with [FAISS](https://github.com/facebookresearch/faiss) but can easily be used with other vector DBs like qdrant, chroma, pinecone, etc for better scalability.\n\nA notebook on how to build such a bot is given. Make sure all modules and libraries mentioned in `requirements.txt` is installed before starting! In this method, rather than using OpenAI api for generating embeddings for the text, we use open-source models which brings down the cost by a lot while maintaining the same level of quality. (Thanks to excellent models from [sentence-transformers](https://www.sbert.net)) Only during answer synthesis i.e. to generate the final answers we use the OpenAI api.\n\nA Demo app can be found [here](https://huggingface.co/spaces/adirtha1903/CapedConversations)\n\n## Screenshot of how the demo works:\n![Screenshot](./demo.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadirthaborgohain%2Fgpt-qa-chat","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadirthaborgohain%2Fgpt-qa-chat","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadirthaborgohain%2Fgpt-qa-chat/lists"}