PUMA Vault
Search
Buscar
Modo oscuro
Modo claro
Explorador
Home
❯
20 Literature
❯
20.6 Tools
Carpeta: 20---Literature/20.6-Tools
28 artículos en esta carpeta.
15 jun 2026
🤖 Tools — AI Assistants & LLM Models
tools
llm
ai-assistants
chatgpt
ollama
puma
anthropic
api
architecture
benchmark
bias
bibliography
bmad
chain-of-thought
citation
cot
dev-tools
effort-estimation
ethics
gemini
google
gpt
issue-triage
keshav
literature-note
llama
lm-studio
local-llm
meta
metrics
mistral
moc
multi-agent
notebooklm
openai
opencode
precision-recall
project-management
prompt-engineering
prompting
rag
rcoif
reading-method
reasoning
research-tools
rest-api
retrieval
story-points
triage
15 jun 2026
LN-Tools — Ollama (v0.12.11+, MIT) is PUMA's single local inference engine:…
literature-tools
puma
reference
calibration
ollama
metrics
15 jun 2026
LN-Tools — Evaluated open-weights families run in GGUF Q4_K_M: Qwen 2.5 (1.5b/3b/7b
literature-tools
puma
reference
baseline
open-weights
15 jun 2026
LN-Tools — PUMA's Python stack (Python 3.11, pinned) includes scikit-learn, SciPy…
literature-tools
puma
reference
wilcoxon
sqlite
15 jun 2026
LN-Tools — CodeCarbon is integrated (OfflineEmissionsTracker, country_iso_code='ESP')…
literature-tools
puma
reference
sustainability
carbon
codecarbon
15 jun 2026
LN-Tools — Deployment uses Docker Compose with three services (puma_ollama,…
literature-tools
puma
reference
ollama
docker
15 jun 2026
LN-Tools — Knowledge management uses Obsidian (280+ Zettelkasten + 35 permanent + 60…
literature-tools
puma
reference
quartz
15 jun 2026
LN-Tools — The SDD toolchain combines GitHub Spec Kit, OpenSpec, and BMAD
literature-tools
puma
reference
sdd
15 jun 2026
LN-Tools — The optional RAG stack (not in MVP) comprises AnythingLLM, Qdrant,…
literature-tools
puma
reference
ollama
15 jun 2026
LN-Tools — The public multi-format production pipeline (Groups A-F) uses HyperFrames…
literature-tools
puma
reference
15 jun 2026
LN-Tools — The CLI surface (Typer) spans ~40 commands grouped into discovery…
literature-tools
puma
reference
wilcoxon
ollama
baseline
sweep
15 jun 2026
LN-Tools — Environment lifecycle is driven by shell scripts
literature-tools
puma
reference
15 jun 2026
LN-Tools — Community participation uses two CLI commands
literature-tools
puma
reference
community
15 jun 2026
LN-Tools — PUMA runs as three Docker services: puma_ollama (inference, port 11434),…
literature-tools
puma
reference
ollama
docker
15 jun 2026
LN-Tools — Ollama model management: ollama list/pull/rm plus PUMA wrappers puma…
literature-tools
puma
reference
reproducibility
ollama
15 jun 2026
📊 Tools — Datasets, Benchmarks & Data Access
tools
datasets
benchmarks
jira-sr
tawos
swe-bench
puma
academic-writing
agile
baseline
benchmark
carbon-footprint
code-review
dataset
effort-estimation
evaluation
github
hypothesis
issue-triage
jira
literature-note
metrics
moc
nlp
non-parametric
observability
planning
precision-recall
python
research
research-methodology
smart-pmo
statistics
story-points
sustainability
tracing
triage
wilcoxon
workflow
15 jun 2026
⚙️ Tools — Development Environment, IDE & Technical Stack
tools
development
vscode
docker
python
langgraph
fastapi
puma
academic-writing
aiops
api
architecture
carbon-footprint
chain-of-thought
cicd
cot
crewai
dashboard
data-formats
dev-tools
devops
effort-estimation
embeddings
github
human-in-the-loop
ide
issue-triage
json
langchain
literature-note
llm
local-llm
metrics
moc
multi-agent
ollama
opencode
openhands
openspec
orchestration
precision-recall
project-management
pydantic
react
reasoning
reasoning-action
research
rest-api
scrum
sdd
smart-pmo
spec-driven-development
story-points
sustainability
triage
vector-db
workflow
15 jun 2026
📋 Tools — Documentation, Organisation & Productivity
tools
documentation
obsidian
notion
excalidraw
grammarly
puma
academic-writing
api
architecture
automation
bibliography
citation
github
gtd
index
johnny-decimal
kanban
keshav
knowledge-management
langgraph
literature-note
literature-review
metrics
moc
multi-agent
para
pipeline
precision-recall
reading-method
research
research-tools
slr
sprint
template
vault
zettelkasten
zotero
15 jun 2026
LN-Tools — The puma CLI (Typer-based) exposes ~15 commands and 5 groups including…
literature-tools
puma
engine
wilcoxon
dataset
baseline
bias
15 jun 2026
LN-Tools — The Streamlit dashboard offers read-only views (Overview, Model…
literature-tools
puma
engine
sustainability
fairness
community
15 jun 2026
LN-Tools — Reproducibility is enforced by puma validate-baseline, which re-runs a…
literature-tools
puma
engine
mae
reproducibility
baseline
release
15 jun 2026
LN-Tools — puma-cp v4.0.0 is published to PyPI (released 2026-05-31), a Python >=3.11…
literature-tools
puma
engine
docker
release
15 jun 2026
LN-Tools — PUMA ships 15 hardware profiles (CPU-only, GPU, Apple Silicon M3/M4/M5)…
literature-tools
puma
engine
15 jun 2026
🗃️ Tools — RAG Systems & Vector Databases
tools
rag
vector-database
qdrant
chromadb
llamaindex
embeddings
puma
academic-writing
anythingllm
api
chain-of-thought
cot
devops
docker
index
issue-triage
jira
keshav
langchain
literature-note
literature-review
llama
llm
local-llm
memory
meta
metrics
moc
notebooklm
ollama
pipeline
precision-recall
privacy
project-management
python
react
reading-method
reasoning-action
research
research-tools
retrieval
semantic-search
slr
triage
vector-db
workflow
15 jun 2026
🔍 Tools — Research Discovery & Bibliographic Management
tools
research
bibliography
slr
zotero
semantic-scholar
puma
academic-writing
ai-tools
aiops
autogen
chain-of-thought
citation
connected-papers
cot
dataset
devops
elicit
gpt
ict
index
jira
keshav
langgraph
literature-note
literature-review
llama
llm
local-llm
mas
meta
metagpt
metrics
mistral
moc
multi-agent
obsidian
ollama
openai
perplexity
pipeline
precision-recall
prisma
project-management
react
reading-method
reasoning-action
research-tools
root-cause-analysis
semantic-search
software-engineering
tawos
vault
01 mar 2026
Development Stack Tools — PUMA
tool
lmstudio
groq
crewai
langgraph
openroute
streamlit
arize
docker
agile
api
architecture
carbon-footprint
chain-of-thought
codecarbon
cot
data-formats
dev-tools
devops
effort-estimation
embeddings
few-shot
github
issue-triage
jira
json
langchain
literature-note
llama
llm
lm-studio
local-llm
meta
mistral
monitoring
multi-agent
observability
obsidian
ollama
opencode
orchestration
pipeline
project-management
pydantic
python
rag
reasoning
retrieval
scrum
smart-pmo
story-points
sustainability
template
triage
vault
vector-db
zero-shot
zettelkasten
01 mar 2026
Ollama — Local LLM Inference Engine
tool
ollama
local-llm
inference
reproducibility
academic-writing
anthropic
api
architecture
automation
bdd
benchmark
bibliography
checklist
citation
data-formats
dataset
dev-tools
effort-estimation
github
ict
ide
issue-triage
json
literature-note
llama
llm
meta
metrics
mistral
non-parametric
opencode
precision-recall
project-management
python
reasoning
refactoring
research
research-tools
rest-api
sdd
semantic-scholar
software-engineering
spec-driven-development
statistics
story-points
testing
triage
wilcoxon
01 mar 2026
Research Tools — Academic Discovery & Management
tool
research
perplexity
consensus
elicit
zotero
semantic-scholar
connected-papers
academic-writing
ai-tools
anythingllm
api
benchmark
bibliography
chain-of-thought
citation
cot
dataset
dsr
few-shot
jira
literature-note
literature-review
llm
local-llm
metrics
notebooklm
obsidian
pipeline
precision-recall
prisma
project-management
python
rag
research-methodology
research-tools
retrieval
semantic-search
slr
software-engineering
tawos