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judotens updated a dataset 4 days ago

flatseek/flatbot-micro-4M-dataset

judotens updated a dataset 4 days ago

flatseek/flatbot-mini-35M-dataset

judotens published a dataset 4 days ago

flatseek/flatbot-mini-35M-dataset

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Flatseek

Open Knowledge Infrastructure for AI

Search. Retrieve. Run. Train.

Open-source infrastructure for building search systems, AI applications, and language models from your own knowledge.

About

Flatseek is an open-source ecosystem for modern AI infrastructure.

Instead of treating search, retrieval, model training, inference, and model storage as isolated problems, the ecosystem provides modular projects that work independently or together as a complete AI pipeline.

Index your knowledge once, then reuse it across search, semantic retrieval, Retrieval-Augmented Generation (RAG), model training, inference, analytics, and deployment.

                        Knowledge
                            │
        ┌───────────────────┴───────────────────┐
        │                                       │
        ▼                                       ▼

    Flatseek                              Flatvec
 Keyword Search                       Semantic Search

        │                                       │
        └───────────────────┬───────────────────┘
                            │
                            ▼

                        Flatask
                       RAG Runtime

                            │
        ┌───────────────────┴───────────────────┐
        │                                       │
        ▼                                       ▼

      Flattune                           Flatbuild
 Dataset Generation                  Train Models
  & Fine-tuning                    From Scratch

        │                                       │
        └───────────────────┬───────────────────┘
                            │
                            ▼

                       Flatweight
                    Model Storage Layer

                            │
                            ▼

                        Flatrun
                   Streaming Inference

                            │
                            ▼

                        Flatlens
                  Analytics & Exploration

Projects

Project	Description
Flatseek	Disk-first full-text search engine for portable datasets and production-scale search. An alternative to Elasticsearch, OpenSearch, and Meilisearch.
Flatvec	Disk-first vector search engine for semantic retrieval and RAG. An alternative to FAISS, Milvus, Pinecone, Qdrant, and Chroma.
Flatask	Retrieval-Augmented Generation (RAG) runtime that connects keyword search, semantic search, and language models into a unified retrieval pipeline.
Flattune	Dataset generation and fine-tuning pipeline for creating high-quality training corpora from existing knowledge.
Flatbuild	Framework for training transformer language models from scratch, including tokenizer training, chat templates, checkpoint export, and GGUF conversion.
Flatweight	Storage-native model format and tooling for organizing, converting, and managing model weights for efficient deployment and streaming inference.
Flatrun	Streaming inference runtime that executes GGUF, SafeTensors, and MLX models directly from storage with minimal memory usage.
Flatlens	Analytics and visualization interface for exploring search indexes, datasets, retrieval pipelines, and AI workflows.