Local-first self-learning knowledge base. Turn your documents into searchable, evolving knowledge.

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for Magicray1217 from gravatar.com Magicray1217

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache Software License (Apache-2.0)
  • Author: Deepleaper
  • Tags knowledge-base , local , ai , memory , self-learning , ollama
  • Requires: Python >=3.10
  • Provides-Extra: pdf , docx , chinese , watch , all
Classifiers
Report project as malware

Project description

๐Ÿง  OPC DeepBrain

ๆœฌๅœฐ่ฟ่กŒ็š„่‡ชๅญฆไน ็Ÿฅ่ฏ†ๅบ“๏ผŒๅ…ญๅฑ‚่ฎฐๅฟ†่ฟ›ๅŒ–ๅผ•ๆ“Žใ€‚
The self-learning knowledge base that runs on your machine. 6-layer memory evolution engine.

PyPI Downloads Stars License Python

ๆ€ง่ƒฝๅฏนๆฏ” ยท 30 ็ง’ไธŠๆ‰‹ ยท ๅ…ญๅฑ‚ๅผ•ๆ“Ž ยท Python API ยท English

ๆ€ง่ƒฝๅฏนๆฏ”

DeepBrain vs Mem0 vs RAG

DeepBrain Mem0 ไผ ็ปŸ RAG
้ƒจ็ฝฒ pip install + Ollama ไบ‘็ซฏ API / ่‡ชๅปบ Qdrant+Redis ่‡ชๅปบๅ‘้‡ๅบ“+EmbeddingๆœๅŠก
้š็ง ๆ•ฐๆฎๆฐธไธ็ฆปๆœบ ๆ•ฐๆฎๅœจ Mem0 ๆœๅŠกๅ™จ ๅ–ๅ†ณไบŽ้ƒจ็ฝฒ
ๆœˆ่ดน $0 $99+/ๆœˆ ๅ‘้‡ๅบ“+Embedding่ดน็”จ
่ฎฐๅฟ†ๆจกๅž‹ ๅ…ญๅฑ‚่ฟ›ๅŒ–๏ผˆๆๅ–โ†’่šๅˆโ†’ๆฒป็†โ†’็”ปๅƒโ†’ๅฎˆๆŠค๏ผ‰ ๅ•ๅฑ‚ๅญ˜ๅ– ๆ— ๏ผˆๅชๅšๆฃ€็ดข๏ผ‰
ๅ†ฒ็ชๆฃ€ๆต‹ โœ… ็Ÿ›็›พ็Ÿฅ่ฏ†่‡ชๅŠจๆ ‡ๆณจ โŒ โŒ
ๆ—ถๆ•ˆ่กฐๅ‡ โœ… ่ฟ‡ๆœŸ็Ÿฅ่ฏ†่‡ชๅŠจ้™ๆƒ โŒ โŒ
็Ÿฅ่ฏ†็ฑปๅž‹ ไบ‹ๅฎž/ๆŽจๆ–ญ/ๅๅฅฝ/็บฆๆŸ/่ง‚ๅฏŸ ไป…ๆ–‡ๆœฌ ไป…ๆ–‡ๆœฌ็‰‡ๆฎต
ๅค–้ƒจไพ่ต– SQLite๏ผˆๅ†…็ฝฎ๏ผ‰ Qdrant + Redis + OpenAI ๅ‘้‡DB + Embedding API
ไธญๆ–‡ๆ”ฏๆŒ โœ… ๅŽŸ็”Ÿๅˆ†่ฏ ๆœ‰้™ ๅ–ๅ†ณไบŽEmbedding

๐Ÿ’ก DeepBrain ไธๅชๆ˜ฏ"ๅญ˜ไฝ"ไฟกๆฏโ€”โ€”ๅฎƒๆ็‚ผใ€่ฟ›ๅŒ–ใ€ๆฒป็†็Ÿฅ่ฏ†ใ€‚่ฟ™ๆ˜ฏๅ’Œๆ‰€ๆœ‰็ซžๅ“็š„ๆœฌ่ดจๅŒบๅˆซใ€‚

30 ็ง’ไธŠๆ‰‹

# ๅ‰็ฝฎ๏ผšๅฎ‰่ฃ… Ollama๏ผˆๆœฌๅœฐAIๅผ•ๆ“Ž๏ผ‰
# macOS/Linux: curl -fsSL https://ollama.com/install.sh | sh
# Windows: https://ollama.com/download
ollama pull qwen2.5:7b && ollama pull nomic-embed-text

# ๅฎ‰่ฃ… DeepBrain
pip install opc-deepbrain

# ๅผ€ๅง‹ไฝฟ็”จ
deepbrain init
deepbrain learn "ๆˆ‘ไปฌ็š„ๆŠ€ๆœฏๆ ˆๆ˜ฏ Python + FastAPI + PostgreSQL"
deepbrain learn "ๅ‘จไบ”ไธ่ฎธๅ‘็‰ˆ๏ผŒ่ฟ™ๆ˜ฏ้“ๅพ‹"
deepbrain search "ๆˆ‘ไปฌ็”จไป€ไนˆๆŠ€ๆœฏ"

่พ“ๅ‡บ๏ผš

[fact] ๆˆ‘ไปฌ็š„ๆŠ€ๆœฏๆ ˆๆ˜ฏ Python + FastAPI + PostgreSQL (confidence: 0.95)
[constraint] ๅ‘จไบ”ไธ่ฎธๅ‘็‰ˆ๏ผŒ่ฟ™ๆ˜ฏ้“ๅพ‹ (confidence: 0.98)

ๆฏๆก็Ÿฅ่ฏ†้ƒฝๅธฆๆœ‰็ฑปๅž‹ใ€็ฝฎไฟกๅบฆใ€่ฏๆฎ้“พใ€‚ไธๆ˜ฏๅญ˜ๆ–‡ๆœฌ๏ผŒๆ˜ฏ็†่งฃ็Ÿฅ่ฏ†ใ€‚

ๅ…ญๅฑ‚ๅผ•ๆ“Ž

่ฟ™ๆ˜ฏ DeepBrain ็š„ๆ ธๅฟƒๆŠ€ๆœฏโ€”โ€”ๆจกไปฟไบบ็ฑป่ฎฐๅฟ†็š„็Ÿฅ่ฏ†่ฟ›ๅŒ–็ณป็ปŸ๏ผš

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  L5 ไธ€่‡ดๆ€งๅฎˆๆŠค  ๅ›žๅฝ’ๆต‹่ฏ• ยท ๆ—ถ้—ด่กฐๅ‡ ยท ๅผ‚ๅธธๆฃ€ๆต‹    โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  L4 ็”จๆˆท็”ปๅƒ    ๅคš็ปด็‰นๅพ ยท ๅๅฅฝๅปบๆจก ยท ่กŒไธบ้ข„ๆต‹    โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  L3 ็Ÿฅ่ฏ†ๆฒป็†    MERGE ยท DEPRECATE ยท ๆผ‚็งปๆฃ€ๆต‹     โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  L2 ๆŠ€่ƒฝๅˆๆˆ    ่š็ฑป ยท ่ทจๆบ่šๅˆ ยท ๅŽป้‡           โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  L1 ็ป“ๆž„ๅŒ–ๆๅ–  4Gate้—จๆŽง: ๆ–ฐ้ข–ๆ€งยทๅฏๆ“ไฝœๆ€งยทๆŒไน…ๆ€งยทๅ…ณ่”ๆ€ง โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  L0 ๅŽŸๅง‹ๅญ˜ๅ‚จ    ๅฏน่ฏ/ๆ–‡ๆกฃ/ๆ‰‹ๅŠจ่พ“ๅ…ฅ               โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

L1: 4Gate ้—จๆŽงๆๅ–

ไธๆ˜ฏไป€ไนˆ้ƒฝๅพ€็Ÿฅ่ฏ†ๅบ“้‡Œๅกžโ€”โ€”ๆฏๆกไฟกๆฏ็ป่ฟ‡ๅ››้“้—จ๏ผš

้—จ ไฝœ็”จ ็คบไพ‹
ๆ–ฐ้ข–ๆ€ง ้‡ๅค็š„ไธๅญ˜ "ไปŠๅคฉๅคฉๆฐ”ไธ้”™" โ†’ ๆ‹’็ป
ๅฏๆ“ไฝœๆ€ง ๆ— ็”จ็š„ไธๅญ˜ "ๅ—ฏๅ—ฏๅฅฝ็š„" โ†’ ๆ‹’็ป
ๆŒไน…ๆ€ง ไธดๆ—ถ็š„ไธๅญ˜ "ๆ˜Žๅคฉๅผ€ไผš" โ†’ ็ŸญๆœŸๅญ˜ๅ‚จ
ๅ…ณ่”ๆ€ง ๆ— ๅ…ณ็š„ไธๅญ˜ ไธŽๅทฒๆœ‰็Ÿฅ่ฏ†ๆ— ๅ…ณ็š„ๅ™ช้Ÿณ โ†’ ๆ‹’็ป

L3: ็Ÿฅ่ฏ†ๆฒป็†

# ่‡ชๅŠจๆฃ€ๆต‹็Ÿ›็›พ
brain.learn("ๆˆ‘ไปฌ็”จ MySQL", claim_type="fact")
brain.learn("ๆˆ‘ไปฌ็”จ PostgreSQL", claim_type="fact")
# โ†’ ๅ†ฒ็ชๆฃ€ๆต‹่งฆๅ‘๏ผ่‡ชๅŠจๆ ‡ๆณจ้œ€่ฆไบบๅทฅๅ†ณ็ญ–

# ่ฟ‡ๆ—ถ็Ÿฅ่ฏ†่‡ชๅŠจ้™ๆƒ
brain.learn("็Ž‹ๆ€ป็š„ๆ‰‹ๆœบๅทๆ˜ฏ 138xxxx", valid_until="2025-12-31")
# โ†’ ่ฟ‡ๆœŸๅŽ confidence ่‡ชๅŠจ่กฐๅ‡

Python API

from deepbrain import DeepBrain

brain = DeepBrain()

# ๅญฆไน โ€”โ€”่‡ชๅŠจๅˆ†็ฑปใ€ๆ‰“ๅˆ†ใ€ๅญ˜ๅ‚จ
brain.learn("FastAPI ๆ˜ฏๆˆ‘ไปฌ็š„ Web ๆก†ๆžถ", claim_type="fact")
brain.learn("ๅ›ข้˜Ÿๅๅฅฝๅ‡ฝๆ•ฐๅผ็ผ–็จ‹", claim_type="preference")
brain.learn("็ปๅฏนไธ่ƒฝ็”จ eval()", claim_type="constraint")

# ๆœ็ดขโ€”โ€”ๆททๅˆๆฃ€็ดข๏ผˆๅ…ณ้”ฎ่ฏ + ่ฏญไน‰๏ผ‰
results = brain.search("Web ๅผ€ๅ‘")

# ๆ‰น้‡ๅฏผๅ…ฅๆ–‡ๆกฃ
brain.ingest("~/Documents/company-wiki/")

# ็›ฎๅฝ•็›‘ๆŽง๏ผˆๆ–‡ไปถๅ˜ๅŠจ่‡ชๅŠจๅ…ฅๅบ“๏ผ‰
brain.watch("~/Notes/", namespace="personal")

# ๅ†ฒ็ชๆฃ€ๆต‹
conflicts = brain.detect_conflicts(entry_id)

# ็Ÿฅ่ฏ†่ฟ›ๅŒ–๏ผˆ่šๅˆใ€ๅŽป้‡ใ€่กฐๅ‡ใ€ๆฒป็†๏ผ‰
brain.evolve()

# ็ปŸ่ฎก
stats = brain.stats()
print(f"ๅ…ฑ {stats['total']} ๆก็Ÿฅ่ฏ†๏ผŒ{stats['facts']} ไธชไบ‹ๅฎž๏ผŒ{stats['conflicts']} ไธชๅ†ฒ็ช")

CLI ๅฎŒๆ•ดๅ‘ฝไปค

deepbrain init                          # ๅˆๅง‹ๅŒ–็Ÿฅ่ฏ†ๅบ“
deepbrain learn "็Ÿฅ่ฏ†ๅ†…ๅฎน"               # ๆ‰‹ๅŠจๅญฆไน 
deepbrain ingest ~/Documents            # ๆ‰น้‡ๅฏผๅ…ฅ
deepbrain search "ๅ…ณ้”ฎ่ฏ"               # ๆœ็ดข
deepbrain watch ~/Notes                 # ๅฎžๆ—ถ็›‘ๆŽง
deepbrain stats                         # ็ปŸ่ฎกๆฆ‚่งˆ
deepbrain conflicts                     # ๆŸฅ็œ‹ๅ†ฒ็ช
deepbrain evolve                        # ่งฆๅ‘่ฟ›ๅŒ–
deepbrain export --format json          # ๅฏผๅ‡บ

ๆ”ฏๆŒ็š„ๆ–‡ไปถๆ ผๅผ

ๆ ผๅผ ๆ‰ฉๅฑ•ๅ ้ขๅค–ไพ่ต–
Markdown .md .rst โ€”
็บฏๆ–‡ๆœฌ .txt .log โ€”
PDF .pdf pip install opc-deepbrain[pdf]
Word .docx pip install opc-deepbrain[docx]
ไปฃ็  .py .js .ts .java .go .rs .c .cpp โ€”
ๆ•ฐๆฎ .json .yaml .toml .csv โ€”
ๅ…จ้ƒจๆ ผๅผ โ€” pip install opc-deepbrain[all]

ๆŠ€ๆœฏๆžถๆž„

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚              DeepBrain CLI / API          โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  Evolution Engine (L0-L5)                โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  Extraction  โ”‚  Hybrid Search            โ”‚
โ”‚  (Ollama)    โ”‚  (Keyword + Vector + RRF) โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  SQLite Storage (ๅ•ๆ–‡ไปถ๏ผŒๅฏๅคๅˆถๅฏๅค‡ไปฝ)     โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
  • ้›ถๅค–้ƒจๆœๅŠก: ไธ้œ€่ฆ Redisใ€Qdrantใ€Elasticsearch
  • ๅ•ๆ–‡ไปถๅญ˜ๅ‚จ: ไธ€ไธช brain.db ๆžๅฎšไธ€ๅˆ‡๏ผŒๅคๅˆถๅฐฑๆ˜ฏๅค‡ไปฝ
  • ๆœฌๅœฐAI: Ollama ่ท‘ๅœจไฝ ็š„ CPU/GPU ไธŠ

้…็ฝฎ

# ~/.deepbrain/config.yaml๏ผˆdeepbrain init ่‡ชๅŠจ็”Ÿๆˆ๏ผ‰
storage:
  path: ~/.deepbrain/brain.db

ollama:
  base_url: http://localhost:11434
  model: qwen2.5:7b           # ็Ÿฅ่ฏ†ๆๅ–/่ฟ›ๅŒ–
  embed_model: nomic-embed-text # ่ฏญไน‰ๆœ็ดข

ingest:
  ignore_patterns: ["node_modules/**", ".git/**", "__pycache__/**"]
  max_file_size_mb: 50

evolution:
  auto_evolve: true            # ็Ÿฅ่ฏ†้‡่พพ้˜ˆๅ€ผ่‡ชๅŠจ่ฟ›ๅŒ–
  conflict_threshold: 0.8      # ๅ†ฒ็ชๆฃ€ๆต‹็ตๆ•ๅบฆ
  decay_days: 90               # ๆœช่ฎฟ้—ฎ็Ÿฅ่ฏ†ๅผ€ๅง‹่กฐๅ‡็š„ๅคฉๆ•ฐ

็ณป็ปŸ่ฆๆฑ‚

้กน็›ฎ ๆœ€ไฝŽ ๆŽจ่
Python 3.10 3.12+
ๅ†…ๅญ˜ 4 GB 8 GB+
็ฃ็›˜ 5 GB๏ผˆๅซๆจกๅž‹๏ผ‰ 10 GB+
GPU ไธ้œ€่ฆ ๆœ‰ๅˆ™ๆ›ดๅฟซ
Ollama ๅฟ…้œ€ ๆœ€ๆ–ฐ็‰ˆ

่ทฏ็บฟๅ›พ

  • ๅ…ญๅฑ‚่ฎฐๅฟ†่ฟ›ๅŒ–ๅผ•ๆ“Ž
  • 4Gate ้—จๆŽงๆๅ–
  • ๆททๅˆๆœ็ดข๏ผˆๅ…ณ้”ฎ่ฏ + ่ฏญไน‰ + RRF๏ผ‰
  • ๅ†ฒ็ชๆฃ€ๆต‹ไธŽ่งฃๅ†ณ
  • ็›ฎๅฝ•ๅฎžๆ—ถ็›‘ๆŽง
  • ็Ÿฅ่ฏ†ๆ—ถๆ•ˆ่กฐๅ‡
  • Web UI ็Ÿฅ่ฏ†ๆต่งˆๅ™จ
  • Benchmark ่ฏ„ๆต‹๏ผˆLoCoMo / LongMemEval๏ผ‰
  • ๅคš็Ÿฅ่ฏ†ๅบ“่”้‚ฆ
  • ๆ’ไปถ็ณป็ปŸ
  • MCP ๅ่ฎฎๆ”ฏๆŒ

็”Ÿๆ€

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  ๐Ÿš€ Leaper Agent โ€” ่‡ช่ฟ›ๅŒ– AI ๅ‘˜ๅทฅๅ›ข้˜Ÿ         โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  ๐Ÿค– OPC Agent โ€” ็บฏๆœฌๅœฐ AI ๅŠฉๆ‰‹               โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  ๐Ÿง  OPC DeepBrain โ€” ็Ÿฅ่ฏ†ๅบ“ๅผ•ๆ“Ž โ† ไฝ ๅœจ่ฟ™้‡Œ     โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
ไฝ ้œ€่ฆโ€ฆ ็”จ่ฟ™ไธช
ๅช่ฆ็Ÿฅ่ฏ†ๅบ“ OPC DeepBrain๏ผˆๆœฌ้กน็›ฎ๏ผ‰
่ฆๆœฌๅœฐ AI ๅŠฉๆ‰‹ OPC Agent๏ผˆๅ†…็ฝฎ DeepBrain๏ผ‰
่ฆ AI ๅ‘˜ๅทฅๅ›ข้˜Ÿ Leaper Agent๏ผˆๅ…ญๅฑ‚ๅผ•ๆ“Ž + CXO ๆจกๆฟ๏ผ‰

่ฎธๅฏ่ฏ

Apache-2.0 โ€” ่‡ช็”ฑไฝฟ็”จ๏ผŒๅ•†็”จๆ— ้™ๅˆถใ€‚

Deepleaper ่ทƒ็›Ÿๅผ€ๆบ
่ฎฉๆฏไธชไบบ้ƒฝๆœ‰ AI ่ถ…่ƒฝๅŠ›ใ€‚

โญ ๅฆ‚ๆžœ DeepBrain ๅฏนไฝ ๆœ‰็”จ๏ผŒ่ฏท็ป™ไธช Star โ€”โ€” ่ฟ™ๆ˜ฏๅฏนๆˆ‘ไปฌๆœ€ๅคง็š„้ผ“ๅŠฑใ€‚

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for Magicray1217 from gravatar.com Magicray1217

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache Software License (Apache-2.0)
  • Author: Deepleaper
  • Tags knowledge-base , local , ai , memory , self-learning , ollama
  • Requires: Python >=3.10
  • Provides-Extra: pdf , docx , chinese , watch , all
Classifiers

Release history Release notifications | RSS feed

0.4.1

0.4.0

This version

0.3.1

0.3.0

0.2.1

0.2.0

0.1.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

opc_deepbrain-0.3.1.tar.gz (30.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

opc_deepbrain-0.3.1-py3-none-any.whl (25.0 kB view details)

Uploaded Python 3

File details

Details for the file opc_deepbrain-0.3.1.tar.gz.

File metadata

  • Download URL: opc_deepbrain-0.3.1.tar.gz
  • Upload date:
  • Size: 30.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.10

File hashes

Hashes for opc_deepbrain-0.3.1.tar.gz
Algorithm Hash digest
SHA256 49a6c55b9e329493deaa34f1b714f6499573827e71162e64c725d89fde8d73ee
MD5 fb01d41a011c68a5420ec3e18c6bb189
BLAKE2b-256 8d9be531bbdf2a48946a9a2be8f2a1e83634df1a2963370bffe6c4a858253116

See more details on using hashes here.

File details

Details for the file opc_deepbrain-0.3.1-py3-none-any.whl.

File metadata

  • Download URL: opc_deepbrain-0.3.1-py3-none-any.whl
  • Upload date:
  • Size: 25.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.10

File hashes

Hashes for opc_deepbrain-0.3.1-py3-none-any.whl
Algorithm Hash digest
SHA256 efae2f93a8aabe5f0b7c60ddc7684230db43846ec3615f0ed484d40246e8d985
MD5 5f8c1a42f96da8a70e9808a59ed9127c
BLAKE2b-256 06739f0877200a809bc38fa67b6b89875c6db40b2386c81a700c5c3cd53dc575

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page