orbitr

Academic literature search and reference management for the terminal. Search arXiv and Semantic Scholar concurrently, inspect papers and their citations, get recommendations, export bibliographies, and manage your Zotero library — all without leaving the shell.

Installation
Quick start
Global flags
Commands
- search
- paper
- cite
- author
- recommend
- export
- query
- zotero
  - add
  - collections
  - new
  - list
  - get
  - search
  - export-md
- cache
- init
- doctor
Configuration
Output formats
Piping and scripting
Exit codes
Shell completions
Project layout
Dependencies

Installation

PyPI (recommended)

With uv (fastest):

uv tool install orbitr
orbitr --version

With pip:

pip install orbitr
orbitr --version

Requirements: Python ≥ 3.10

From source

git clone https://github.com/francojc/orbitr
cd orbitr
uv tool install .
orbitr --version

Development setup

orbitr uses a Nix flake to pin the development environment (Python 3.12, uv, ruff, pyright) and just as a task runner.

Prerequisites: Nix with flakes enabled, direnv, just.

git clone <repo-url> orbitr
cd orbitr          # direnv activates the flake shell automatically
just setup        # uv sync inside the pinned environment
just run -- --help

Without direnv: nix develop && just setup.

Common tasks:

just test        # full test suite
just cov         # tests with coverage report
just check       # lint + format check (no writes)
just qa          # check + type check
just fmt         # auto-format source files

API credentials

orbitr works without credentials; providing them increases rate limits, enables Zotero integration, or connects a private Karakeep bookmark server.

Credential	Purpose
Semantic Scholar API key	Higher rate limits (get one at semanticscholar.org/product/api)
Zotero User ID + API key	`orbitr zotero` commands
Karakeep API key + server URL	`orbitr karakeep search` (private bookmarks)

orbitr init      # guided interactive setup

Or set environment variables directly — see Configuration.

Quick start

# Search across arXiv and Semantic Scholar
orbitr search "retrieval augmented generation"

# Field filters and date range
orbitr search "scaling laws" --from 2022 --sort citations

# Full metadata for a specific paper (arXiv ID, DOI, or SS ID accepted)
orbitr paper 2005.14165

# Papers citing the Transformer paper
orbitr cite 1706.03762 --limit 20

# Papers by an author
orbitr author "Percy Liang"

# Recommendations from a seed paper
orbitr recommend 1706.03762

# Export search results as BibTeX
orbitr search "in-context learning" --format json \
  | orbitr export --format bibtex --output refs.bib

# Add a paper to Zotero
orbitr zotero add 2503.19260 --collection "Reading List" --tags "llm,linguistics"

# Browse a Zotero collection
orbitr zotero list -c "Reading List"

# Search a private Karakeep bookmark library (not part of academic search)
orbitr karakeep search "retrieval augmented generation" --limit 20

# Inspect a single Zotero item (use a key from zotero list)
orbitr zotero get ABCD1234

# Bulk export a collection as Markdown files
orbitr zotero list -c "Reading List" --format keys \
  | xargs -I{} orbitr zotero export-md {} -o notes/

Global flags

These flags work with every command.

Flag	Short	Description
`--help`		Show help for any command
`--version`	`-V`	Print version and exit
`--verbose`	`-v`	Show debug output and request details
`--quiet`	`-q`	Suppress informational output; only results and errors
`--no-color`		Disable ANSI color (also: `NO_COLOR` env var)
`--config <path>`		Use an alternate config file

Commands

`orbitr search`

Search for papers across arXiv and Semantic Scholar concurrently. Results are deduplicated by DOI, arXiv ID, and title similarity, then ranked by the chosen criterion.

orbitr search QUERY [OPTIONS]

Field filters can be given as CLI flags or embedded directly in the query string using field:value syntax (e.g. "title:attention author:Vaswani").

Options:

Flag	Short	Default	Description
`--sources`	`-s`	`arxiv,semantic_scholar`	Comma-separated sources
`--limit`	`-n`	`10`	Max results (1–200)
`--title`	`-T`		Filter by title keywords
`--author`	`-a`		Filter by author name
`--venue`	`-j`		Filter by journal or conference
`--from`			Earliest publication year
`--to`			Latest publication year
`--sort`		`relevance`	`relevance`, `citations`, `date`, `impact`, `combined`
`--format`	`-f`	`table`	`table`, `list`, `detail`, `json`
`--no-cache`			Bypass the local result cache

# Keyword search
orbitr search "diffusion models image generation"

# Field-filter flags
orbitr search "RLHF" --author "Ouyang" --from 2022 --to 2023

# Inline field syntax
orbitr search "title:contrastive learning author:Chen"

# Single source, sorted by citations
orbitr search "vision transformer" --sources semantic_scholar \
  --limit 25 --sort citations

# Machine-readable output
orbitr search "federated learning" --format json

`orbitr paper`

Fetch full metadata for a single paper. Accepts arXiv IDs, DOIs, and Semantic Scholar paper IDs — the source is detected automatically.

orbitr paper PAPER_ID [OPTIONS]

Options:

Flag	Short	Default	Description
`--format`	`-f`	`table`	`table`, `list`, `detail`, `json`
`--no-cache`			Bypass the local paper cache

orbitr paper 1706.03762                          # arXiv ID
orbitr paper arxiv:2503.19260                    # arXiv ID with prefix
orbitr paper 10.18653/v1/2020.acl-main.196       # DOI
orbitr paper 1706.03762 --format detail          # full single-paper view
orbitr paper 1706.03762 --format json            # machine-readable

`orbitr cite`

List papers that cite a given paper via Semantic Scholar. Accepts arXiv IDs, DOIs, and Semantic Scholar paper IDs.

orbitr cite PAPER_ID [OPTIONS]

Options:

Flag	Short	Default	Description
`--limit`	`-n`	`10`	Max citing papers (1–200)
`--format`	`-f`	`table`	`table`, `list`, `detail`, `json`
`--no-cache`			Bypass the local citation cache

orbitr cite 1706.03762
orbitr cite 1706.03762 --limit 50 --format list
orbitr cite 10.18653/v1/2020.acl-main.196 --format json

`orbitr author`

Search for an author by name and list their papers via Semantic Scholar. Returns publications from the best-matching author result.

orbitr author NAME [OPTIONS]

Options:

Flag	Short	Default	Description
`--limit`	`-n`	`10`	Max papers to list (1–200)
`--format`	`-f`	`table`	`table`, `list`, `detail`, `json`
`--no-cache`			Bypass the local cache

orbitr author "Emily M. Bender"
orbitr author "LeCun" --limit 20 --format list
orbitr author "Percy Liang" --format json | jq '.[].title'

`orbitr recommend`

Get papers similar to a seed paper via Semantic Scholar's recommendation API. The seed is any paper ID — arXiv ID, DOI, or Semantic Scholar ID.

orbitr recommend SEED [OPTIONS]

Options:

Flag	Short	Default	Description
`--method`	`-m`	`hybrid`	`content`, `citation`, or `hybrid`
`--limit`	`-n`	`10`	Number of recommendations (1–50)
`--format`	`-f`	`table`	`table`, `list`, `detail`, `json`
`--no-cache`			Bypass the local cache

orbitr recommend 1706.03762
orbitr recommend 1706.03762 --method citation --limit 20
orbitr recommend 10.18653/v1/2020.acl-main.196 --format json

`orbitr export`

Export papers to a bibliography format. Reads paper JSON piped from another orbitr command, or runs a fresh search with --query.

orbitr export [OPTIONS]

Options:

Flag	Short	Default	Description
`--format`	`-f`	`bibtex`	`bibtex`, `ris`, `csl-json`
`--output`	`-o`	stdout	Output file path
`--query`	`-q`		Run a fresh search and export results

# Pipe from search
orbitr search "sparse attention" --limit 10 --format json \
  | orbitr export --format bibtex --output sparse.bib

# Single paper via pipe
orbitr paper 1706.03762 --format json \
  | orbitr export --format csl-json

# Direct query (no pipe needed)
orbitr export --query "BERT language model" --format ris --output bert.ris

# RIS to stdout for inspection
orbitr search "contrastive learning" --format json | orbitr export --format ris

`orbitr query`

Translate a plain-language description into a orbitr search command. Extracts year, author, and keywords heuristically.

orbitr query NATURAL [OPTIONS]

Options:

Flag	Short	Description
`--run`	`-r`	Execute the generated command immediately

# Show the generated command
orbitr query "recent papers on contrastive learning in NLP"

# Show and run immediately
orbitr query "Vaswani attention transformer 2017" --run

`orbitr zotero`

Manage your Zotero library. Requires zotero_user_id and zotero_api_key — run orbitr init to configure them, then orbitr doctor to verify.

`orbitr zotero add`

Add a paper to your Zotero library by ID. Fetches full metadata from arXiv or Semantic Scholar and creates a journalArticle item.

orbitr zotero add PAPER_ID [OPTIONS]

Options:

Flag	Short	Description
`--collection`	`-c`	Target collection name or key
`--tags`	`-t`	Comma-separated tags
`--no-cache`		Bypass the local paper cache

orbitr zotero add 1706.03762
orbitr zotero add arxiv:2503.19260 --collection "Reading List" --tags "llm,linguistics"
orbitr zotero add 10.18653/v1/2020.acl-main.196 --collection "NLP Papers"

`orbitr zotero collections`

List all collections in your Zotero library.

orbitr zotero collections [OPTIONS]

Options:

Flag	Short	Default	Description
`--format`	`-f`	`table`	`table` or `json`

orbitr zotero collections
orbitr zotero collections --format json | jq '.[].name'

`orbitr zotero new`

Create a new collection in your Zotero library.

orbitr zotero new NAME [OPTIONS]

Options:

Flag	Short	Description
`--parent`	`-p`	Parent collection name or key

orbitr zotero new "PhD Research"
orbitr zotero new "Chapter 3" --parent "PhD Research"

`orbitr zotero list`

Browse items in your Zotero library or a specific collection. --format keys outputs bare item keys one-per-line for use with xargs.

orbitr zotero list [OPTIONS]

Options:

Flag	Short	Default	Description
`--collection`	`-c`		Collection name or key; omit for the whole library
`--limit`	`-n`	`25`	Maximum items to return
`--sort`		`dateModified`	`dateModified`, `title`, or `date`
`--format`	`-f`	`table`	`table`, `json`, or `keys`

# Browse the 25 most recently modified items
orbitr zotero list

# Scope to a collection, sorted by title
orbitr zotero list -c "NLP" --sort title

# Pipeable keys output
orbitr zotero list -c "NLP" --format keys

# JSON for scripting
orbitr zotero list --limit 50 --format json | jq '.[].title'

`orbitr zotero get`

Show full metadata, abstract, notes, and attachment info for a single Zotero item. Displays a PDF URI line (zotero://open-pdf/...) when a PDF attachment is linked, which opens the file directly in Zotero's built-in viewer.

orbitr zotero get ITEM_KEY [OPTIONS]

Options:

Flag	Short	Default	Description
`--format`	`-f`	`detail`	`detail` or `json`
`--notes/--no-notes`		`--notes`	Include or suppress Zotero notes

orbitr zotero get ABCD1234
orbitr zotero get ABCD1234 --no-notes
orbitr zotero get ABCD1234 --format json

`orbitr zotero search`

Full-text search within your Zotero library. Optionally scoped to a collection. Supports the same --format keys pipeline pattern as zotero list.

orbitr zotero search QUERY [OPTIONS]

Options:

Flag	Short	Default	Description
`--collection`	`-c`		Scope search to this collection
`--limit`	`-n`	`25`	Maximum results
`--format`	`-f`	`table`	`table`, `json`, or `keys`

orbitr zotero search "language model"
orbitr zotero search "attention" -c "Transformers"
orbitr zotero search "RLHF" --format keys

`orbitr zotero export-md`

Export a single Zotero item as a Markdown file with YAML frontmatter. When a PDF attachment is linked, pdf_uri is included in the frontmatter and a clickable zotero://open-pdf/... link appears in the body.

Outputs to stdout by default. Pass --output with a file path or a directory; when a directory is given, the filename is auto-generated as YYYY-Author-Short-Title.md.

orbitr zotero export-md ITEM_KEY [OPTIONS]

Options:

Flag	Short	Description
`--output`	`-o`	Output file or directory (default: stdout)

Output format:

---
title: "Paper Title"
authors: [First Last, First Last]
year: 2024
doi: "10.xxxx/yyyy"
zotero_key: ABCD1234
zotero_url: "zotero://select/items/0_ABCD1234"
pdf_uri: "zotero://open-pdf/library/items/EFGH5678"
tags: [tag1, tag2]
type: source
---

# Paper Title

**Authors:** First Last, First Last  **Year:** 2024  **Venue:** Journal Name
**DOI:** [10.xxxx/yyyy](https://doi.org/10.xxxx/yyyy)
**PDF:** [zotero://open-pdf/...](zotero://open-pdf/...)

## Abstract

Abstract text.

## Notes

Zotero note content (if any).

# Preview to stdout
orbitr zotero export-md ABCD1234

# Write to a file
orbitr zotero export-md ABCD1234 -o kb/sources/raw/paper.md

# Auto-generated filename in a directory
orbitr zotero export-md ABCD1234 -o kb/sources/raw/

# Bulk export an entire collection
orbitr zotero list -c "NLP" --format keys \
  | xargs -I{} orbitr zotero export-md {} -o kb/sources/raw/

`orbitr cache`

Manage the local SQLite result cache. Three tiers are maintained independently: search (1 h TTL), paper (24 h), citations (6 h).

orbitr cache COMMAND

Subcommand	Description
`stats`	Entry counts per tier, disk usage, and cache path
`clean [--tier T]`	Remove expired entries; optional tier filter
`clear [--tier T] [--yes]`	Delete all entries; prompts unless `--yes`

orbitr cache stats
orbitr cache clean
orbitr cache clean --tier search
orbitr cache clear --yes
orbitr cache clear --tier paper --yes

`orbitr init`

Interactive first-time setup. Writes ~/.config/orbitr/config.toml with mode 0600. Run once after installing, or again to rotate credentials.

orbitr init

Prompts for Semantic Scholar, Zotero, and optional Karakeep credentials plus default preferences. All values are optional and can be skipped. Karakeep uses KARAKEEP_API_KEY and KARAKEEP_SERVER_URL when configured through the environment.

`orbitr doctor`

Check configuration and connectivity to arXiv, Semantic Scholar, Zotero, and Karakeep when credentials are configured. Exits 0 if all checks pass, 1 if any connectivity check fails.

orbitr doctor

`orbitr karakeep search`

Searches a private Karakeep bookmark corpus using the configured Bearer token and server URL. This is deliberately a dedicated workflow; Karakeep is not a default orbitr academic-search source and does not affect academic ranking or deduplication.

orbitr karakeep search "transformer"
orbitr karakeep search "reading list" --limit 20 --format json | jq .title
orbitr karakeep search "papers" --server https://karakeep.example.org

Configure with orbitr init, or set KARAKEEP_API_KEY and KARAKEEP_SERVER_URL. The server URL must be an http or https URL without embedded credentials. orbitr uses Karakeep API v1 endpoint /api/v1/bookmarks/search.

Configuration

Settings are resolved in this order (earlier sources win):

CLI flags  >  environment variables  >  config file  >  built-in defaults

Config file

Location: ~/.config/orbitr/config.toml (XDG; override with --config).

[defaults]
sources     = ["arxiv", "semantic_scholar"]
max_results = 10
format      = "table"
no_cache    = false
no_pager    = false

[credentials]
semantic_scholar_api_key = ""
zotero_user_id           = ""
zotero_api_key           = ""
karakeep_api_key         = ""
karakeep_server_url      = ""

Environment variables

Variable	Description
`ORBITR_SOURCES`	Default sources (comma-separated)
`ORBITR_MAX_RESULTS`	Default result limit
`ORBITR_FORMAT`	Default output format
`ORBITR_CACHE_DIR`	Override cache directory
`ORBITR_NO_CACHE`	Disable caching (`1` = true)
`ORBITR_NO_PAGER`	Disable pager (`1` = true)
`SEMANTIC_SCHOLAR_API_KEY`	Semantic Scholar API key
`ZOTERO_USER_ID`	Zotero user ID
`ZOTERO_API_KEY`	Zotero API key
`KARAKEEP_API_KEY`	Karakeep Bearer API key
`KARAKEEP_SERVER_URL`	Karakeep server base URL
`NO_COLOR`	Disable all ANSI color output

A template is provided in .env.example.

Output formats

All paper-returning commands support --format / -f:

Format	Description	Best for
`table`	Compact multi-column table (truncated fields)	Interactive browsing
`list`	One labeled block per paper, abstract snippet	Skimming results
`detail`	Full single-paper view with wrapped abstract	`orbitr paper`
`json`	Newline-delimited JSON objects	Piping, `jq`, scripting

Auto-detection: when stdout is not a TTY (pipe or redirect), --format defaults to json automatically unless set explicitly.

Pager: long output is paged through $PAGER (default: less -R) when stdout is a TTY. Disable with ORBITR_NO_PAGER=1 or --no-color.

Piping and scripting

Results → stdout; warnings and errors → stderr.
--format json always produces newline-delimited JSON regardless of TTY.
orbitr export reads piped JSON from any orbitr command.
Use -q / --quiet to suppress progress output in scripts.

# Search → BibTeX file
orbitr search "in-context learning" --sort citations --limit 10 --format json \
  | orbitr export --format bibtex --output icl.bib

# Extract titles with jq
orbitr search "model merging" --format json | jq -r '.[].title'

# Author publication list as CSV
orbitr author "Danqi Chen" --format json \
  | jq -r '.[] | [.title, (.published_date // ""), (.citation_count // 0)] | @csv' \
  > danqi_chen.csv

# Pipe into a custom script
orbitr search "continual learning" --limit 20 --format json | python triage.py

# Bulk-export a Zotero collection as Markdown files
orbitr zotero list -c "Reading List" --format keys \
  | xargs -I{} orbitr zotero export-md {} -o kb/sources/

# Find Zotero items matching a keyword, export each as Markdown
orbitr zotero search "transformer" --format keys \
  | xargs -I{} orbitr zotero export-md {} -o kb/sources/

Exit codes

Code	Meaning
`0`	Success
`1`	Source error (network failure, API error)
`2`	Usage error (bad argument, invalid flag value)
`3`	Config error (missing credentials)
`4`	No results found

Shell completions

orbitr supports tab-completion for Zsh, Bash, and Fish via Click's completion system. The simplest method is the built-in flag (works when run directly from an interactive shell):

orbitr --install-completion   # detects your shell and installs automatically

If auto-detection fails, generate the script manually with the _ORBITR_COMPLETE environment variable:

Zsh:

_ORBITR_COMPLETE=source_zsh orbitr > ~/.zfunc/_orbitr
# Add to ~/.zshrc (if not already present):
#   fpath=(~/.zfunc $fpath)
#   autoload -Uz compinit && compinit

Bash:

_ORBITR_COMPLETE=source_bash orbitr > ~/.bash_completion.d/orbitr
# Add to ~/.bashrc:
#   source ~/.bash_completion.d/orbitr

Fish:

_ORBITR_COMPLETE=source_fish orbitr > ~/.config/fish/completions/orbitr.fish

Project layout

orbitr/
├── pyproject.toml
├── flake.nix
├── .env.example
├── README.md
├── src/
│   └── orbitr/
│       ├── __init__.py
│       ├── cli.py              # Typer app root; global flags; command registration
│       ├── config.py           # Layered config: flags > env vars > file > defaults
│       ├── _async.py           # asyncio.run() helper
│       ├── exceptions.py       # OrbitrError hierarchy with exit codes
│       ├── commands/
│       │   ├── search.py       # orbitr search
│       │   ├── paper.py        # orbitr paper, orbitr cite
│       │   ├── author.py       # orbitr author
│       │   ├── recommend.py    # orbitr recommend
│       │   ├── export.py       # orbitr export
│       │   ├── query.py        # orbitr query
│       │   ├── zotero.py       # orbitr zotero add / collections / new / list / get / search / export-md
│       │   ├── cache.py        # orbitr cache stats / clean / clear
│       │   ├── init.py         # orbitr init
│       │   └── doctor.py       # orbitr doctor
│       ├── clients/
│       │   ├── base.py         # Retry, backoff, circuit-break; HTTPError → SourceError
│       │   ├── arxiv.py        # arXiv Atom feed client
│       │   └── semantic_scholar.py  # Semantic Scholar Graph API client
│       ├── core/
│       │   ├── models.py       # Paper, Author, SearchResult (Pydantic v2)
│       │   ├── deduplication.py # DOI / arXiv ID / fuzzy-title dedup
│       │   ├── ranking.py      # relevance, citations, date, impact, combined
│       │   ├── cache.py        # SQLite TTL cache (3 tiers)
│       │   ├── export.py       # BibTeX, RIS, CSL-JSON formatters
│       │   └── query.py        # field:value parsing; per-source query builders
│       ├── zotero/
│       │   └── client.py       # pyzotero wrapper: add, list/get/search items, collections
│       └── display/
│           ├── __init__.py     # render() dispatcher; effective_format(); pager
│           ├── table.py        # Rich Table renderer
│           ├── list.py         # Rich Panel renderer
│           ├── detail.py       # Full single-paper Rich layout
│           └── json_fmt.py     # Newline-delimited JSON serialiser
└── tests/
    ├── conftest.py
    ├── fixtures/               # Recorded API responses for offline testing
    ├── test_models.py
    ├── test_arxiv.py
    ├── test_semantic_scholar.py
    ├── test_deduplication.py
    ├── test_ranking.py
    ├── test_cache.py
    ├── test_search.py
    ├── test_cache_cmd.py
    ├── test_paper.py
    ├── test_recommend.py
    ├── test_author.py
    ├── test_export.py
    ├── test_init.py
    ├── test_doctor.py
    ├── test_query.py
    ├── test_zotero.py
    ├── test_zotero_client.py
    ├── test_display_phase4.py
    └── test_base_client.py

Dependencies

Package	Purpose
`typer`	CLI framework; command tree, flags, completions
`rich`	Tables, panels, color, pager integration
`httpx`	Async HTTP client
`pydantic`	Data models and validation
`feedparser`	arXiv Atom feed parsing
`rapidfuzz`	Fuzzy title matching for deduplication
`pyzotero`	Zotero Web API client
`python-dateutil`	Flexible date parsing
`python-dotenv`	`.env` file loading

Metadata

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orbitr 0.4.0

orbitr

Contents

Installation

PyPI (recommended)

From source

Development setup

API credentials

Quick start

Global flags

Commands

orbitr search

orbitr paper

orbitr cite

orbitr author

orbitr recommend

orbitr export

orbitr query

orbitr zotero

orbitr zotero add

orbitr zotero collections

orbitr zotero new

orbitr zotero list

orbitr zotero get

orbitr zotero search

orbitr zotero export-md

orbitr cache

orbitr init

orbitr doctor

orbitr karakeep search

Configuration

Config file

Environment variables

Output formats

Piping and scripting

Exit codes

Shell completions

Project layout

Dependencies

Project links

Key dates

1 maintainer

Credits

License expression

Requires

Tags

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Metadata

Project links

Key dates

1 maintainer

Credits

License expression

Requires

Tags

Classifiers

Release files for orbitr 0.4.0

Source distribution (sdist)

Built distribution (wheel)

Release files / orbitr-0.4.0.tar.gz

Release files / orbitr-0.4.0-py3-none-any.whl

Release history Release notifications | RSS feed

`orbitr search`

`orbitr paper`

`orbitr cite`

`orbitr author`

`orbitr recommend`

`orbitr export`

`orbitr query`

`orbitr zotero`

`orbitr zotero add`

`orbitr zotero collections`

`orbitr zotero new`

`orbitr zotero list`

`orbitr zotero get`

`orbitr zotero search`

`orbitr zotero export-md`

`orbitr cache`

`orbitr init`

`orbitr doctor`

`orbitr karakeep search`