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wiltech-labs-ai

PyPIInfrastructure

No liveness check has reached it yet; it is registered on GitHub and PyPI and has been in the index since 13 Oct 2026. How this is checked

wiltech-labs-ai is a Python package that provides reusable AI components for FastAPI applications. It unifies Workers AI, Groq, and Ollama access, and includes embeddings, portable vector stores, hybrid-search fusion, OpenAI-compatible tool calling, and an agent loop for developers.

Inferred · not functionally tested

Open SourceApache-2.0CLISelf-hostedAPI
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Overview

6 features

Purpose: Building AI-powered FastAPI applications without separately integrating model providers, vector stores, embeddings, and tool-calling workflows.

Inferred · not functionally tested

Audience: Python and FastAPI developers

Inferred · not functionally tested

Functions: code_generation, rag, agents

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, self_hosted, api_only

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

wiltech-labs-ai is a Frameworks & SDKs project. Inferred · not functionally tested: It focuses on building AI-powered FastAPI applications without separately integrating model providers, vector stores, embeddings, and tool-calling workflows. Inferred · not functionally tested: wiltech-labs-ai is an open-source project aimed at python and FastAPI developers. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: wiltech-labs-ai is available on the command line and API, and it can be self-hosted.

Behind wiltech-labs-ai is Wiltech Labs, and it first shipped in 2026. The project is developed in the open on GitHub with 7 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are provider abstraction, embeddings, and vector stores. Inferred · not functionally tested: Catalogued interfaces include a public API.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Provider abstraction
  • Embeddings
  • Vector stores
  • Hybrid search
  • Tool calling
  • Agent loop

Topics: Inferred · not functionally tested

Tags
fastapi-aivector-storeshybrid-searchtool-callingembeddings
AI capabilities
TextMultimodalStructured
Inference: Hybrid

JSON profile · Text profile · Access guide

Built with & integrations

AI providers
multiple
Written with
Claude Code
Connectors
API
Runs on
CLISelf-hostedAPI-only
Written with — evidence
Claude Code
commit 65e4ae159106 · since Oct 2026

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceGitHubActive maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed13 Oct · 14:15 UTC
    wiltech-labs-ai seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about wiltech-labs-ai

What is wiltech-labs-ai?
Inferred · not functionally tested: Wiltech-labs-ai focuses on building AI-powered FastAPI applications without separately integrating model providers, vector stores, embeddings, and tool-calling workflows. It is catalogued under Frameworks & SDKs on PulseGate.
Who should use wiltech-labs-ai?
Inferred · not functionally tested: wiltech-labs-ai is an open-source project built for python and FastAPI developers.
Does wiltech-labs-ai have a free plan?
Basis unknown · not verified: Yes — wiltech-labs-ai is open source under the Apache-2.0 license and free to use.
What platforms does wiltech-labs-ai run on?
Basis unknown · not verified: wiltech-labs-ai runs on the command line and API. It can also be self-hosted.
Is wiltech-labs-ai still active?
The GitHub repository shows 7 commits in the last 90 days.
What projects are similar to wiltech-labs-ai?
Similar projects tracked by PulseGate include RooQL, http3-ruby, and Welcome to the packages archive.RooQLhttp3-rubyWelcome to the packages archive
Who develops wiltech-labs-ai?
wiltech-labs-ai is developed by Wiltech Labs.
When did wiltech-labs-ai launch?
wiltech-labs-ai first shipped in 2026.

Also in Frameworks & SDKs

Same category — not a similarity match