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GraphRAG Global Search #515

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GraphRAG Global Search #515

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41d268a
GraphRAG Global Search
benolt Jul 31, 2024
6696bb1
global search, open ai chat
benolt Aug 1, 2024
2611554
read indexer entities, indexer reports
benolt Aug 2, 2024
36c0c43
build community context batch 1
benolt Aug 7, 2024
7d17d93
build community context, global search test
benolt Aug 8, 2024
2b297fb
add prompts, global search adjustments
benolt Aug 9, 2024
fc5289d
add prompts, global search adjustments
benolt Aug 9, 2024
83535cf
read indexer entities and reports improvements, compute community wei…
benolt Aug 13, 2024
14714f7
improvements, disable global search test
benolt Aug 13, 2024
e79c597
decouple openai tokenizer
benolt Aug 15, 2024
cf9eccc
test global search with llama 3.1
benolt Aug 16, 2024
fa0386f
update Cargo.lock
benolt Aug 30, 2024
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1,084 changes: 1,033 additions & 51 deletions Cargo.lock
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3 changes: 2 additions & 1 deletion Cargo.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -4,13 +4,14 @@ members = [
"shinkai-libs/shinkai-dsl",
"shinkai-libs/shinkai-sheet",
"shinkai-libs/shinkai-fs-mirror",
"shinkai-libs/shinkai-graphrag",
"shinkai-libs/shinkai-message-primitives",
"shinkai-libs/shinkai-ocr",
"shinkai-libs/shinkai-tcp-relayer",
"shinkai-libs/shinkai-vector-resources",
"shinkai-bin/*",
"shinkai-cli-tools/*"
]
, "shinkai-libs/shinkai-graphrag"]
resolver = "2"

[workspace.package]
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2 changes: 2 additions & 0 deletions shinkai-libs/shinkai-graphrag/.gitignore
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@@ -0,0 +1,2 @@
.vscode
dataset
20 changes: 20 additions & 0 deletions shinkai-libs/shinkai-graphrag/Cargo.toml
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@@ -0,0 +1,20 @@
[package]
name = "shinkai-graphrag"
version = "0.1.0"
edition = "2021"

[dependencies]
anyhow = "1.0.86"
async-trait = "0.1.74"
futures = "0.3.30"
polars = { version = "0.41.3", features = ["dtype-struct", "lazy", "parquet"] }
polars-lazy = "0.41.3"
rand = "0.8.5"
serde = { version = "1.0.188", features = ["derive"] }
serde_json = "1.0.117"
tokio = { version = "1.36", features = ["full"] }

[dev-dependencies]
async-openai = "0.23.4"
reqwest = { version = "0.11.26", features = ["json"] }
tiktoken-rs = "0.5.9"
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