hallucination-detection 0.1.4

Extremely fast Hallucination Detection for RAG using BERT NER, noun, and number analysis
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39

[package]
name = "hallucination-detection"
version = "0.1.4"
edition = "2021"
license = "MIT"
repository = "https://github.com/devflowinc/trieve"
authors = ["Devflow Inc. <humans@trieve.ai>"]
description = "Extremely fast Hallucination Detection for RAG using BERT NER, noun, and number analysis"

[profile.test]
inherits = "release"

[features]
default = []
ner = ["rust-bert"]
onnx = ["ort"]

[dependencies]
# Core dependencies
reqwest = "0.12.9"
regex = "1.11.1"
serde = { version = "1.0.215", features = ["derive"] }
tokio = { version = "1.42.0", features = ["full"] }
once_cell = "1.18"

# Optional dependencies for NER feature
rust-bert = { version = "0.23.0", features = ["onnx"], optional = true }
ort = { version = "1.16.3", features = [
    "download-binaries",
    "load-dynamic",
], optional = true }

[dev-dependencies]
csv = "1.3.1"
dotenvy = "0.15.7"
openai_dive = "0.7.0"
serde_json = "1.0.133"
rstest = "0.23.0"
futures = "0.3.31"