Metadata-Version: 2.4
Name: agsuperbrain
Version: 0.0.1
Summary: Super-Brain: Your codebase's working memory. Local graph + vector intelligence for AI coding assistants.
Author: MEDHIRA
License:                                  Apache License
                                   Version 2.0, January 2004
                                http://www.apache.org/licenses/
        
           TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
        
           1. Definitions.
        
              "License" shall mean the terms and conditions for use, reproduction,
              and distribution as defined by Sections 1 through 9 of this document.
        
              "Licensor" shall mean the copyright owner or entity authorized by
              the copyright owner that is granting the License.
        
              "Legal Entity" shall mean the union of the acting entity and all
              other entities that control, are controlled by, or are under common
              control with that entity. For the purposes of this definition,
              "control" means (i) the power, direct or indirect, to cause the
              direction or management of such entity, whether by contract or
              otherwise, or (ii) ownership of fifty percent (50%) or more of the
              outstanding shares, or (iii) beneficial ownership of such entity.
        
              "You" (or "Your") shall mean an individual or Legal Entity
              exercising permissions granted by this License.
        
              "Source" form shall mean the preferred form for making modifications,
              including but not limited to software source code, documentation
              source, and configuration files.
        
              "Object" form shall mean any form resulting from mechanical
              transformation or translation of a Source form, including but
              not limited to compiled object code, generated documentation,
              and conversions to other media types.
        
              "Work" shall mean the work of authorship, whether in Source or
              Object form, made available under the License, as indicated by a
              copyright notice that is included in or attached to the work
              (an example is provided in the Appendix below).
        
              "Derivative Works" shall mean any work, whether in Source or Object
              form, that is based on (or derived from) the Work and for which the
              editorial revisions, annotations, elaborations, or other modifications
              represent, as a whole, an original work of authorship. For the purposes
              of this License, Derivative Works shall not include works that remain
              separable from, or merely link (or bind by name) to the interfaces of,
              the Work and Derivative Works thereof.
        
              "Contribution" shall mean any work of authorship, including
              the original version of the Work and any modifications or additions
              to that Work or Derivative Works thereof, that is intentionally
              submitted to Licensor for inclusion in the Work by the copyright owner
              or by an individual or Legal Entity authorized to submit on behalf of
              the copyright owner. For the purposes of this definition, "submitted"
              means any form of electronic, verbal, or written communication sent
              to the Licensor or its representatives, including but not limited to
              communication on electronic mailing lists, source code control systems,
              and issue tracking systems that are managed by, or on behalf of, the
              Licensor for the purpose of discussing and improving the Work, but
              excluding communication that is conspicuously marked or otherwise
              designated in writing by the copyright owner as "Not a Contribution."
        
              "Contributor" shall mean Licensor and any individual or Legal Entity
              on behalf of whom a Contribution has been received by Licensor and
              subsequently incorporated within the Work.
        
           2. Grant of Copyright License. Subject to the terms and conditions of
              this License, each Contributor hereby grants to You a perpetual,
              worldwide, non-exclusive, no-charge, royalty-free, irrevocable
              copyright license to reproduce, prepare Derivative Works of,
              publicly display, publicly perform, sublicense, and distribute the
              Work and such Derivative Works in Source or Object form.
        
           3. Grant of Patent License. Subject to the terms and conditions of
              this License, each Contributor hereby grants to You a perpetual,
              worldwide, non-exclusive, no-charge, royalty-free, irrevocable
              (except as stated in this section) patent license to make, have made,
              use, offer to sell, sell, import, and otherwise transfer the Work,
              where such license applies only to those patent claims licensable
              by such Contributor that are necessarily infringed by their
              Contribution(s) alone or by combination of their Contribution(s)
              with the Work to which such Contribution(s) was submitted. If You
              institute patent litigation against any entity (including a
              cross-claim or counterclaim in a lawsuit) alleging that the Work
              or a Contribution incorporated within the Work constitutes direct
              or contributory patent infringement, then any patent licenses
              granted to You under this License for that Work shall terminate
              as of the date such litigation is filed.
        
           4. Redistribution. You may reproduce and distribute copies of the
              Work or Derivative Works thereof in any medium, with or without
              modifications, and in Source or Object form, provided that You
              meet the following conditions:
        
              (a) You must give any other recipients of the Work or
                  Derivative Works a copy of this License; and
        
              (b) You must cause any modified files to carry prominent notices
                  stating that You changed the files; and
        
              (c) You must retain, in the Source form of any Derivative Works
                  that You distribute, all copyright, patent, trademark, and
                  attribution notices from the Source form of the Work,
                  excluding those notices that do not pertain to any part of
                  the Derivative Works; and
        
              (d) If the Work includes a "NOTICE" text file as part of its
                  distribution, then any Derivative Works that You distribute must
                  include a readable copy of the attribution notices contained
                  within such NOTICE file, excluding those notices that do not
                  pertain to any part of the Derivative Works, in at least one
                  of the following places: within a NOTICE text file distributed
                  as part of the Derivative Works; within the Source form or
                  documentation, if provided along with the Derivative Works; or,
                  within a display generated by the Derivative Works, if and
                  wherever such third-party notices normally appear. The contents
                  of the NOTICE file are for informational purposes only and
                  do not modify the License. You may add Your own attribution
                  notices within Derivative Works that You distribute, alongside
                  or as an addendum to the NOTICE text from the Work, provided
                  that such additional attribution notices cannot be construed
                  as modifying the License.
        
              You may add Your own copyright statement to Your modifications and
              may provide additional or different license terms and conditions
              for use, reproduction, or distribution of Your modifications, or
              for any such Derivative Works as a whole, provided Your use,
              reproduction, and distribution of the Work otherwise complies with
              the conditions stated in this License.
        
           5. Submission of Contributions. Unless You explicitly state otherwise,
              any Contribution intentionally submitted for inclusion in the Work
              by You to the Licensor shall be under the terms and conditions of
              this License, without any additional terms or conditions.
              Notwithstanding the above, nothing herein shall supersede or modify
              the terms of any separate license agreement you may have executed
              with Licensor regarding such Contributions.
        
           6. Trademarks. This License does not grant permission to use the trade
              names, trademarks, service marks, or product names of the Licensor,
              except as required for reasonable and customary use in describing the
              origin of the Work and reproducing the content of the NOTICE file.
        
           7. Disclaimer of Warranty. Unless required by applicable law or
              agreed to in writing, Licensor provides the Work (and each
              Contributor provides its Contributions) on an "AS IS" BASIS,
              WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
              implied, including, without limitation, any warranties or conditions
              of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
              PARTICULAR PURPOSE. You are solely responsible for determining the
              appropriateness of using or redistributing the Work and assume any
              risks associated with Your exercise of permissions under this License.
        
           8. Limitation of Liability. In no event and under no legal theory,
              whether in tort (including negligence), contract, or otherwise,
              unless required by applicable law (such as deliberate and grossly
              negligent acts) or agreed to in writing, shall any Contributor be
              liable to You for damages, including any direct, indirect, special,
              incidental, or consequential damages of any character arising as a
              result of this License or out of the use or inability to use the
              Work (including but not limited to damages for loss of goodwill,
              work stoppage, computer failure or malfunction, or any and all
              other commercial damages or losses), even if such Contributor
              has been advised of the possibility of such damages.
        
           9. Accepting Warranty or Additional Liability. While redistributing
              the Work or Derivative Works thereof, You may choose to offer,
              and charge a fee for, acceptance of support, warranty, indemnity,
              or other liability obligations and/or rights consistent with this
              License. However, in accepting such obligations, You may act only
              on Your own behalf and on Your sole responsibility, not on behalf
              of any other Contributor, and only if You agree to indemnify,
              defend, and hold each Contributor harmless for any liability
              incurred by, or claims asserted against, such Contributor by reason
              of your accepting any such warranty or additional liability.
        
           END OF TERMS AND CONDITIONS
        
           APPENDIX: How to apply the Apache License to your work.
        
              To apply the Apache License to your work, attach the following
              boilerplate notice, with the fields enclosed by brackets "[]"
              replaced with your own identifying information. (Don't include
              the brackets!)  The text should be enclosed in the appropriate
              comment syntax for the file format. We also recommend that a
              file or class name and description of purpose be included on the
              same "printed page" as the copyright notice for easier
              identification within third-party archives.
        
           Copyright [yyyy] [name of copyright owner]
        
           Licensed under the Apache License, Version 2.0 (the "License");
           you may not use this file except in compliance with the License.
           You may obtain a copy of the License at
        
               http://www.apache.org/licenses/LICENSE-2.0
        
           Unless required by applicable law or agreed to in writing, software
           distributed under the License is distributed on an "AS IS" BASIS,
           WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
           See the License for the specific language governing permissions and
           limitations under the License.
License-File: LICENSE
Requires-Python: <3.13,>=3.12
Requires-Dist: faster-whisper>=1.2.1
Requires-Dist: graspologic>=3.4.4
Requires-Dist: kuzu>=0.11.3
Requires-Dist: llama-cpp-python>=0.3.20
Requires-Dist: markitdown>=0.1.5
Requires-Dist: networkx>=3.6.1
Requires-Dist: pydantic>=2.13.3
Requires-Dist: pyvis>=0.3.2
Requires-Dist: pyyaml>=6.0.3
Requires-Dist: qdrant-client>=1.17.1
Requires-Dist: rich>=15.0.0
Requires-Dist: sentence-transformers>=5.4.1
Requires-Dist: tree-sitter-language-pack==1.6.0
Requires-Dist: tree-sitter>=0.25.2
Requires-Dist: typer>=0.24.2
Requires-Dist: watchfiles>=1.1.1
Requires-Dist: yt-dlp>=2026.3.17
Provides-Extra: dev
Requires-Dist: commitizen>=4.13.0; extra == 'dev'
Requires-Dist: iprogress>=0.4; extra == 'dev'
Requires-Dist: ipykernel>=7.2.0; extra == 'dev'
Requires-Dist: pre-commit>=4.5.0; extra == 'dev'
Requires-Dist: pyrefly>=0.60.0; extra == 'dev'
Requires-Dist: ruff>=0.15.0; extra == 'dev'
Provides-Extra: docs
Requires-Dist: mkdocs-material>=9.7.0; extra == 'docs'
Requires-Dist: mkdocs>=1.6.0; extra == 'docs'
Requires-Dist: pymdown-extensions>=10.0; extra == 'docs'
Description-Content-Type: text/markdown

# Super-Brain

<p align="center">
  <a href="https://pypi.org/project/agsuperbrain">
    <img src="https://img.shields.io/pypi/v/agsuperbrain?style=flat&color=007ec6" alt="PyPI">
  </a>
  <a href="https://pypi.org/project/agsuperbrain">
    <img src="https://img.shields.io/pypi/dm/agsuperbrain?style=flat" alt="Downloads">
  </a>
  <a href="https://github.com/HELLOMEDHIRA/agsuperbrain/blob/main/LICENSE">
    <img src="https://img.shields.io/pypi/l/agsuperbrain?style=flat" alt="License">
  </a>
  <a href="https://python.org">
    <img src="https://img.shields.io/pypi/pyversions/agsuperbrain?style=flat" alt="Python">
  </a>
  <a href="https://agsuperbrain.readthedocs.io">
    <img src="https://img.shields.io/readthedocs/agsuperbrain?style=flat" alt="Docs">
  </a>
</p>

<p align="center">
  <img src="https://raw.githubusercontent.com/HELLOMEDHIRA/medhira/main/assets/medhira-logo.png" alt="MEDHIRA" width="100"/>
</p>

<p align="center">
  <strong>Your codebase's working memory — local, fast, permanent.</strong>
</p>

---

Super-Brain gives your AI coding assistant a persistent, structured understanding of your code. Instead of re-reading files every turn, your assistant queries a local knowledge graph and gets back the exact functions, call paths, and semantics it needs.

**100% local. 14 IDEs supported. Zero code uploaded.**

---

## The 30-second pitch

AI coding assistants have a context problem. Every session starts from zero. Every question re-reads the same files. Every long task burns tokens on exploration instead of answers.

Super-Brain fixes that. It ingests your code once, builds a call graph and vector index, and exposes it to your assistant via MCP. From then on:

- **"What calls `processPayment`?"** → one graph query, millisecond response
- **"Explain the auth flow"** → retrieve the actual path from HTTP handler to session store
- **"Where's this class used?"** → transitive closure, not grep
- **"Summarize this module"** → pre-clustered subsystems, already grouped

No cloud. No re-ingestion per session. No fabricated call relationships.

---

## Why Super-Brain

| Pain point | Claude Code / Codex / Cursor / Copilot alone | With Super-Brain |
|---|---|---|
| Session amnesia | Starts from zero every session | Graph persists on disk |
| Re-reading files | Every turn | One ingest, then queries |
| Exploration cost | Scales with codebase | Flat, query-shaped |
| Call graph | Grep-and-hope | Deterministic, AST-derived |
| Path reasoning | Chains of reads | `path_between` one-hop |
| Privacy | Code uploads to vendor | Nothing leaves your machine |
| Cross-repo | One project at a time | Unlimited repos, one graph |
| Docs & audio | Invisible | First-class via `ingest-doc` / `ingest-audio` |
| Hallucinated dependencies | Possible under load | Zero — AST is ground truth |
| Language coverage | Top ~20 | **306** via tree-sitter |

See the [full comparison](https://agsuperbrain.readthedocs.io/en/latest/comparison/) for 12 detailed pain points.

---

## Install

```bash
pip install agsuperbrain
```

Or with uv:

```bash
uv add agsuperbrain
```

### Before you install

- **Python 3.11, 3.12, or 3.13** — Python 3.14 is **not yet supported** (native-extension deps don't ship wheels for 3.14).
- **Windows only** — install [Visual Studio Build Tools 2022](https://visualstudio.microsoft.com/downloads/) with the "Desktop development with C++" workload. Several deps compile native code and need a C/C++ toolchain. WSL2 users can skip this.
- **FFmpeg** — required only if you plan to ingest audio/video. Skip it for code-only use.

Full prerequisites and troubleshooting: [Installation guide](https://agsuperbrain.readthedocs.io/en/latest/install/).

---

## Quick start

```bash
agsuperbrain init                     # configures + auto-ingests + indexes
agsuperbrain claude-install           # or: cursor-install, aider-install, etc.
```

The first command sets up config, auto-detects your source directory, builds the graph, embeds it for semantic search, and starts the background watcher — all in one pass. The second wires Super-Brain into your AI coding tool.

That's it. Your assistant now has permanent, structured access to your codebase.

---

## Works with 14 AI coding tools

One install command per platform:

| Tool | Command |
|---|---|
| Claude Code | `agsuperbrain claude-install` |
| Cursor | `agsuperbrain cursor-install` |
| Aider | `agsuperbrain aider-install` |
| Codex | `agsuperbrain codex-install` |
| OpenCode | `agsuperbrain opencode-install` |
| GitHub Copilot CLI | `agsuperbrain copilot-install` |
| VS Code Copilot Chat | `agsuperbrain vscode-install` |
| Gemini CLI | `agsuperbrain gemini-install` |
| Hermes | `agsuperbrain hermes-install` |
| Kiro | `agsuperbrain kiro-install` |
| Google Antigravity | `agsuperbrain antigravity-install` |
| OpenClaw | `agsuperbrain openclaw-install` |
| Factory Droid | `agsuperbrain droid-install` |
| Trae / Trae CN | `agsuperbrain trae-install` |

All at once: `agsuperbrain install --platform all`.

Also works with any MCP-speaking agent framework (LangChain, LangGraph, AutoGen, CrewAI, SmolAgents).

---

## What it gives you

- **306 language support** — Python, JS/TS, Go, Rust, Java, C/C++, Ruby, PHP, Kotlin, Swift, Scala, and 296 more via tree-sitter
- **Deterministic extraction** — call graph comes from AST, not LLM inference
- **Hybrid retrieval** — vector search for semantics + graph expansion for structure
- **Local LLM (optional)** — bundled Llama-3.2-1B for free, offline answers
- **Interactive visualization** — Cytoscape.js graph, click to navigate
- **File watcher** — code changes re-indexed automatically
- **Community detection** — Leiden clustering surfaces subsystems
- **Multimodal** — ingest PDFs, DOCX, MD, audio, and video into the same graph

---

## Privacy by default

Every byte Super-Brain touches stays on your machine:

- Graph database: local KùzuDB file
- Vector store: local Qdrant directory
- Embeddings: local sentence-transformers
- LLM (optional): local llama.cpp
- Transcription: local faster-whisper

No accounts. No telemetry. No network required.

---

## Configuration

Create or edit `.agsuperbrain/config.yaml`:

```yaml
exclude:
  - .venv
  - node_modules

watcher:
  debounce_ms: 500

graph:
  db_path: ./.agsuperbrain/graph

vector:
  db_path: ./.agsuperbrain/qdrant
```

Super-Brain also honors `.gitignore` and the Super-Brain-specific `.agsuperbrainignore`.

---

## Requirements

- **Python 3.11, 3.12, or 3.13** (3.14 not yet supported — native-extension wheels unavailable)
- **Windows only:** Visual Studio Build Tools 2022 with "Desktop development with C++" workload
- ~500 MB disk (5 GB with embedding-model cache, 8 GB with local LLM)
- FFmpeg (only if you ingest audio/video)

---

## Documentation

- [Install](https://agsuperbrain.readthedocs.io/en/latest/install/)
- [Quick Start](https://agsuperbrain.readthedocs.io/en/latest/quickstart/)
- [Why Super-Brain](https://agsuperbrain.readthedocs.io/en/latest/comparison/)
- [CLI Reference](https://agsuperbrain.readthedocs.io/en/latest/cli/)
- [IDE Integration](https://agsuperbrain.readthedocs.io/en/latest/mcp/)
- [Architecture](https://agsuperbrain.readthedocs.io/en/latest/architecture/)

---

## License

Apache License 2.0 — see [LICENSE](LICENSE).

---

## Contributing

Contributions welcome. Open an issue first for anything non-trivial so we can align on approach.

---

## Star history

[![Star History Chart](https://api.star-history.com/svg?repos=HELLOMEDHIRA/agsuperbrain&type=Date)](https://star-history.com/#HELLOMEDHIRA/agsuperbrain&Date)

---

Built by [MEDHIRA](https://medhira.readthedocs.io/en/latest/) — engineering intelligence across everything.
