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Improve ChatQnA flowchat according to feedback #736

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merged 3 commits into from
Sep 17, 2024
Merged

Improve ChatQnA flowchat according to feedback #736

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9c30a47
Update README.md
louie-tsai Sep 3, 2024
ca4167b
Update README.md
louie-tsai Sep 17, 2024
65232e5
pre-commit fix
louie-tsai Sep 17, 2024
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68 changes: 30 additions & 38 deletions ChatQnA/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -14,12 +14,11 @@ The ChatQnA example is implemented using the component-level microservices defin
---
config:
flowchart:
nodeSpacing: 100
nodeSpacing: 400
rankSpacing: 100
curve: linear
theme: base
themeVariables:
fontSize: 42px
fontSize: 50px
---
flowchart LR
%% Colors %%
Expand All @@ -28,67 +27,60 @@ flowchart LR
classDef orchid fill:#C26DBC,stroke:#ADD8E6,stroke-width:2px,fill-opacity:0.5
classDef invisible fill:transparent,stroke:transparent;
style ChatQnA-MegaService stroke:#000000

%% Subgraphs %%
subgraph ChatQnA-MegaService["ChatQnA-MegaService"]
subgraph ChatQnA-MegaService["ChatQnA MegaService "]
direction LR
EM([Embedding <br>]):::blue
RET([Retrieval <br>]):::blue
RER([Rerank <br>]):::blue
LLM([LLM <br>]):::blue
EM([Embedding MicroService]):::blue
RET([Retrieval MicroService]):::blue
RER([Rerank MicroService]):::blue
LLM([LLM MicroService]):::blue
end
subgraph User Interface
direction TB
subgraph UserInterface[" User Interface "]
direction LR
a([User Input Query]):::orchid
Ingest([Ingest data]):::orchid
UI([UI server<br>]):::orchid
end
subgraph ChatQnA GateWay
direction LR
invisible1[ ]:::invisible
GW([ChatQnA GateWay<br>]):::orange
end
subgraph .
X([OPEA Micsrservice]):::blue
Y{{Open Source Service}}
Z([OPEA Gateway]):::orange
Z1([UI]):::orchid
end



TEI_RER{{Reranking service<br>}}
TEI_EM{{Embedding service <br>}}
VDB{{Vector DB<br><br>}}
R_RET{{Retriever service <br>}}
DP([Data Preparation<br>]):::blue
DP([Data Preparation MicroService]):::blue
LLM_gen{{LLM Service <br>}}
GW([ChatQnA GateWay<br>]):::orange

%% Data Preparation flow
%% Ingest data flow
direction LR
Ingest[Ingest data] -->|a| UI
UI -->|b| DP
DP <-.->|c| TEI_EM
Ingest[Ingest data] --> UI
UI --> DP
DP <-.-> TEI_EM

%% Questions interaction
direction LR
a[User Input Query] -->|1| UI
UI -->|2| GW
GW <==>|3| ChatQnA-MegaService
EM ==>|4| RET
RET ==>|5| RER
RER ==>|6| LLM
a[User Input Query] --> UI
UI --> GW
GW <==> ChatQnA-MegaService
EM ==> RET
RET ==> RER
RER ==> LLM


%% Embedding service flow
direction TB
EM <-.->|3'| TEI_EM
RET <-.->|4'| R_RET
RER <-.->|5'| TEI_RER
LLM <-.->|6'| LLM_gen
direction LR
EM <-.-> TEI_EM
RET <-.-> R_RET
RER <-.-> TEI_RER
LLM <-.-> LLM_gen

direction TB
%% Vector DB interaction
R_RET <-.->|d|VDB
DP <-.->|d|VDB
R_RET <-.->VDB
DP <-.->VDB



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