💢 Pressure testing the context window of open LLMs
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Updated
Feb 8, 2024 - Jupyter Notebook
💢 Pressure testing the context window of open LLMs
Modal LLM LLama.cpp based model deployment as part of series of Model as a Service (MaaS)
Fine tuning Mistral-7b with PEFT(Parameter Efficient Fine-Tuning) and LoRA(Low-Rank Adaptation) on Puffin Dataset(multi-turn conversations between GPT-4 and real humans)
Text2ImageDescription retrieves relevant images from Pascal VOC 2012 dataset using OpenAI CLIP, based on text queries, and generates descriptions using quantized Mistral-7b model.
[KGC '24] This application is for visualisation of Knowledge Graphs. We employe a novel technique which uses LLM based agent for triple extraction from unstructured text. It also got accepted at Text2KG 2024 (ESWC). However, it has better prompting strategy to carry. This tool's backend can be considered as an extension.
A local API for using a Mistral 7b LLM to summarize JSON data into semantically rich plain text.
Nutritional AI is a chatbot designed to provide tailored nutritional advice using Retrieval-Augmented Generation (RAG) from NCBI scientific database
The first ever AI Agent built ontop of the blockchain
ProfessorAI is an application that allows professors to upload course material into the platform, which in turn, learns and indexes all the information. Subsequently, students can use a chat application to ask the model any question pertaining to the course material.
A Chatbot used to fetch articles from PubMed based on user queries and displays the queries and responses in a user friendly interface built using Streamlit. It fetches the Title, Abstract and Keywords based on user's input and then stores the Question Answer pair in Firebase.
Use your open source local model from the terminal
CodeChat: Enabling interaction with codebases present in GitHub repositories. Seamlessly explore, query, and discuss code with a powerful RAG pipeline, making coding intuitive and efficient
Leveraged Ollama, streamlit and the open source Mistral LLM to create a local chatbot to locally answer questions on given website(s)
A versatile CLI and Python wrapper for Mistral AI's 'Mixtral' and 'Mistral' large language models. Streamline the creation of chatbots and generate dynamic text with ease.
DocterGPT is a small application where you can chat with a doctor chatbot. He will then reply based on your prompt what the most likely medical condition/illness is based on the symptoms or feelings you enter.
API that generates text about my personal career using Mistral_7B LLM and RAG with LangChain
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