lennartpollvogt / ollama-instructorLinks
Python library for the instruction and reliable validation of structured outputs (JSON) of Large Language Models (LLMs) with Ollama and Pydantic. -> Deterministic work with LLMs.
β76Updated 2 months ago
Alternatives and similar repositories for ollama-instructor
Users that are interested in ollama-instructor are comparing it to the libraries listed below
Sorting:
- The easiest, and fastest way to run AI-generated Python code safelyβ334Updated 10 months ago
- π¬ minimalistic ChatBot Interface in pure pythonβ225Updated last year
- Experiments with open source LLMsβ74Updated 3 weeks ago
- A simple Python sandbox for helpful LLM data agentsβ284Updated last year
- GraphRAG database - hybrid graph / vector dbβ131Updated last year
- Build reliable, secure, and production-ready AI apps easily.β85Updated last week
- Unattended Lightweight Text Classifiers with LLM Embeddingsβ184Updated last year
- A pythonic library providing light-weighted interface with LLMsβ129Updated 4 months ago
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on taskβ¦β179Updated last year
- β124Updated 7 months ago
- Embed anything.β27Updated last year
- Automated knowledge graph creation SDKβ122Updated 10 months ago
- This project enhances the construction of RAG applications by addressing challenges, improving accessibility, scalability, and managing dβ¦β147Updated last year
- Code for evaluating with Flow-Judge-v0.1 - an open-source, lightweight (3.8B) language model optimized for LLM system evaluations. Crafteβ¦β78Updated 11 months ago
- Framework for building, orchestrating and deploying multi-agent systems. Managed by OpenAI Solutions team. Experimental framework.β92Updated last year
- Data extraction with LLM on CPUβ112Updated last year
- FastAPI wrapper around DSPyβ275Updated last year
- Dagger functions to import Hugging Face GGUF models into a local ollama instance and optionally push them to ollama.com.β117Updated last year
- Solving data for LLMs - Create quality synthetic datasets!β151Updated 8 months ago
- Develop, evaluate and monitor LLM applications at scaleβ98Updated 10 months ago
- Routing on Random Forest (RoRF)β213Updated last year
- A project that enables identification and classification of an intent of a message with dynamic labelsβ44Updated 10 months ago
- This open-source repository offers reference code for integrating workplace datastores with Cohere's LLMs, enabling developers and busineβ¦β151Updated last year
- π Build autonomous agents, retrieval augmented generation (RAG) processes and language model powered chat applicationsβ301Updated 5 months ago
- Tuning and Evaluation of RAG pipeline. (Automated optimization to be added soon)β262Updated last year
- 90% of what you need for LLM app development. Nothing you don't.β264Updated last month
- β73Updated 11 months ago
- An open-source cloud-native of large multi-modal models (LMMs) serving framework.β164Updated 2 years ago
- β163Updated 8 months ago
- Not Diamond Python SDKβ89Updated this week