From 65d75b7d63c5c880b44bc510a14b1f735fe57bb4 Mon Sep 17 00:00:00 2001 From: ANIRUDHA BAPAT Date: Mon, 10 Jul 2023 09:18:41 -0700 Subject: [PATCH] feat: Watson Assistant + Watson Discovery + PaLM starter kit (#150) * feat: WA + WD + PaLM * fix: rewording * fix: remove discovery project id --------- Co-authored-by: Anirudha Bapat --- .../README.md | 62 + .../assets/discovery-palm-example.png | Bin 0 -> 70614 bytes ...ery-palm-language-model-change-example.png | Bin 0 -> 161956 bytes .../discovery-palm-actions.json | 1717 +++++++++++++++++ 4 files changed, 1779 insertions(+) create mode 100644 integrations/extensions/starter-kits/language-model-conversational-search/assets/discovery-palm-example.png create mode 100644 integrations/extensions/starter-kits/language-model-conversational-search/assets/discovery-palm-language-model-change-example.png create mode 100644 integrations/extensions/starter-kits/language-model-conversational-search/discovery-palm-actions.json diff --git a/integrations/extensions/starter-kits/language-model-conversational-search/README.md b/integrations/extensions/starter-kits/language-model-conversational-search/README.md index 7150213b..c0b654c0 100644 --- a/integrations/extensions/starter-kits/language-model-conversational-search/README.md +++ b/integrations/extensions/starter-kits/language-model-conversational-search/README.md @@ -248,3 +248,65 @@ If you want to experiment with different prompts or language models for the Open Here is an example of how to use the `Search` action for this starter kit advanced conversational search example: + +## Example 4: Connect your assistant to Watson Discovery and PaLM via custom extensions + +This starter kit example shows how to configure your assistant to use Watson Discovery for document search, and then use those search results as input context for Google PaLM (Powerful Language Model). The PaLM generates a natural language answer for the query based on the documents provided by the search. The use of the PaLM API in this example was not made in partnership with, sponsorship with, or with endorsement from Google. + +Before you upload the sample action for this starter kit, you first need to configure two custom extensions: [Watson Discovery](../watson-discovery/README.md) and [PaLM](../language-model-palm-api/README.md). + +Follow the steps in the following two sections to configure your extensions before proceeding. + +### Configure Watson Discovery extension + +Follow the steps [here](#configure-watson-discovery-extension) to configure the Watson Discovery extension. + +### Configure the PaLM answer generation extension + +Follow the steps [here](../language-model-palm-api/README.md) to configure PaLM as a custom extension. + +### Upload sample action + +The starter kit includes [a JSON file with these sample actions](./discovery-palm-actions.json): + +| Action | Description | +| --------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Search | Connects to Watson Discovery to search for documents related to the user query. The "No Action Matches" action has been configured to send all input to this action, so whatever the user enters will be used as the search input. It invokes the "Generate Answer" action to generate a response to the query. | +| Generate Answer | Configures the query prompt and document passages resulting from search, and calls the action "Invoke PaLM ". It is not meant to be invoked directly, but rather by the "Search" action. | +| Invoke PaLM | Connects to PaLM api and, using as context the documents resulting from the search, asks the language model to generate an answer to the user query. It is not meant to be invoked directly, but rather by the "Generate Answer" action. | + +To use the sample actions: + +1. **After having configured both extensions**, download the sample actions from this starter kit: [`discovery-palm-actions.json`](./discovery-palm-actions.json). + +1. Use **Actions Global Settings** to upload the JSON file to your assistant. For more information, see [Uploading](https://cloud.ibm.com/docs/watson-assistant?topic=watson-assistant-admin-backup-restore#backup-restore-import). + +1. Under "Variables"/"Created by you" (within the Actions page), set the `discovery_project_id` session variable using the project ID value you obtained [when configuring Watson Discovery above](#configure-watson-discovery-extension). + +**NOTE**: If you import the actions _before_ configuring the extensions, you will see some errors on the actions because it could not find the extensions. Simply configure the extensions as described above and re-import the action JSON file. + +#### Session variables + +Below is a list of the session variables used in this example. Most of them are automatically set with defaults in the sample [discovery-palm-actions.json](discovery-palm-actions.json), so you do not need to set them yourself unless you want to make changes. You must, however, [set](https://cloud.ibm.com/docs/watson-assistant?topic=watson-assistant-manage-info#store-session-variable) the `discovery_project_id` to point to the project id for your Watson Discovery collection, as noted above. + +- `discovery_date_version` - Discovery date versions are documented in the [release notes](https://cloud.ibm.com/docs/discovery-data?topic=discovery-data-release-notes). +- `discovery_project_id`: You **MUST** set this value to be the project ID obtained [when configuring Watson Discovery above](#configure-watson-discovery-extension). +- `model_prompt`: You MAY change this to do prompt engineering, but a default will be used by the model if you don’t pass a prompt here. +- `model_response`: The text generated by the model in response to the `messages`. +- `passages` : Concatenation of top search results. +- `query_text`: You MAY change this to pass queries to Watson Discovery. By default the Search action passes the user’s input.text directly. +- `search_results`: Response object from [Discovery query](https://cloud.ibm.com/apidocs/discovery-data#query). +- `snippet` : Top results from the Watson Discovery document search. + +### Language model + +In this example We found the chat model, which is `chat-Bison-001`, to be more prone to making up information when we tested it & hence for this example, we have used PaLM's text generation model, which is `text-Bison-001`. +However, if you want to experiment and use PaLM's chat language model, which is `chat-Bison-001`, you can change the operation of the PaLM extension in the 'Invoke PaLM' action in step 1 and click on 'edit extension' as shown below. + + + +### Example 4 usage + +Here is an example of how to use the `Search` action for this starter kit advanced conversational search example: + + diff --git a/integrations/extensions/starter-kits/language-model-conversational-search/assets/discovery-palm-example.png b/integrations/extensions/starter-kits/language-model-conversational-search/assets/discovery-palm-example.png new file mode 100644 index 0000000000000000000000000000000000000000..f6b1c8b22d88d93c0c071333b1e0391633c566f9 GIT binary patch literal 70614 zcmZ_01zZ$e8#hdefQU3AjieymEz**LbVw}S-QBfxHzG7bLQ&n%(?z!h`g-$QCEva!mAADrG%*Lkz(|C|Cq9;sox=6ryUP#qPe2ci`<{A?Dgxy_M=1y?ZOiiob>w4l#=9L=XX84jlH z3En~0Gu+nalkH$h>1;)E*i8E1sd}Xr-T6kiz|>N=r&I zPCa?#iTLvq1B}S8qMUD?rEEx$65{jQ*wlfVfrZA>4P8IAcU#Tn< zV?m|IH*o2JgKt%`h&NzIA3uF#l|96SLe;9I`h>%`_#Jg^#1?Rqo4S&10717srP7k1o;ck>^610(Remvzm2#p38)DcRgzF z>i8JL)W`fNiADP98ul9b8k!-@5o}oJkFqXR>LNi7+*Dt!kh$p7n+hBClzKF0<)nmL2rtNU(u+@Vk%Sfx7h2!?o z%+Q3)GDG@oJ!~^2pcJf_VO7BtWENy&G1HRIB=&j?Dln#E3B?D=t;i;#8KW{|1fhy6 zuUDrI`7Wvt;}2yH8xKoykWd0qqys2XASfUdYHUjyR60!T2yC@b!cO+k_|SZuJ=(}u z3UTIf!f`+1Ip~O#>vN8U@$=0;ZRhqY4yp)bxxayA`sQpXs$w&M;8#gk$wA(sc`p>F zMzKvXPH3uAd2(`!^hz=FDunaiuZD-l1?J!nPgb$1Gw*QiFzi$oB)n3LFRhoXep9XD zAZ-zulK(=dSiV?cCvw`zp}rpMT5!p6Vt7LR!uTm`#G@B|?5C!hqt7$mrZ4jZ@#b3( z9&kTn*Og%%U>b-|dCXR77HMi?c3~1yD&n772J2=8mHcB#T%h=4+7cIFqIf`x2By)1pE zg^%%X8e8AK^(AX(nzGK+3K-w?h)q$o7&gij4rpkwYLr;y?O55pnR?bGbX%+hX%_aG`PIb9M6WIM#P(u?XX*;wPpv4{8sZrO%`Z zLb&P;AcRgAePeCxV<%->VJ=-q=SOIRTTUZ(%XK?WvGpT!%X4Rtcl`GJT*PChoDbIN?dMnYS7KFM=4J+&I8GzS;1FJ{oE_Z&MC%2vBTG3?xCjLtn&EAUvS?LGd1Q z3L_7_nx=rklzy7GoN>R{C3epBdUPJG#2*HpTV7+{ ze$3I(lUxd;sQt7f`L>t17u4GhmyjjAPt_@y_XnJin3*V(IMY-83%xXs zqoJ`;QO^cOau|xp4-iA2BRv7e<4`k}?EcQ=*J?_inClssqpwMS^*Iie^xxL;nO=n8 zNYVMzm8>VNnnUsXPX=yWC|xO?K;5tAK5QwU6dRVzHzTUYmVMSQzMa0VhIjFF2^zuoUBX?!*|auBln@kpirmqhm%GKzeb!2C!Z}1K z#Z|+L$MKlzpL0K`qqG{53(f`A((l^MS95 z3vvpEt`M$v_s(V(lq{6A9AVr@uUd}$6dpHt8eVIvyLi2ddubK}T3fzkB3C4N4|P=yG6%!-@)B5A3R2#!$$k;uqlV#ika0KItCS49gwC))0%Vfuln{A#b)kn z$AX#ihF^gr5ecb-oEmOxCuut;8~k21(< zZlaDimU#?wtnk_&t+pk?mx`2j1wFY{y0kkpi=CjpJG|byl<4niAvj14sZCw@+Fa;i zb=RcNW`F!E==j;PegMgsAn|3#`REDv<j_@&oFpq)1FoBy{e2fkG_=!gRX&<9*Du&!uoz57(Qnn z;M4+SuS@D|VQy*1A0~6z)xq+d4_pLngCe9#pH4zgFKxV)_1ejTvxcGh#_5se#MW+MldZ`dR zkr0ANTj#WFTNZbBcP)b!vSEd-k#~0!(9=E!HOwsTM!_^BH)l+b%FoR3Gw`!owHg|# z7ZhX`Bztacl{RhKEcnS8xIWisIUQ=AuH{ywY9FS!n!af64X?IxHP|j>*6)sFCyXsG zB}ztfl72k1y`btO)P+jOm7eUF@>ROo6Dy@@Il^dqdRiJx%r8BZ!OvSc-b_vk_vici zO^aD~^Q|doGniQ4^L)|hX#R0#ips)y%W>7^_u~zdyIP*%roGlHo6-%jv-#bl8Mo=1 zQ@@ew-T0&El4XB}3sTVB+D~>gdvLTejg#PycZPSTsfjF*P)oCA_aT@{R(9@HqKq2UOhh=z7yaC z3!YTqA9d>tewnTmXQXz==;U`hso)uHQilyE-5IO2(|HzIj)LDC&NcXI)h0CAuAXMY zX68;{u&F)A94sa416Ld4tm&Dapf8|LN!4DijG8;h+f}2{*>4tv(@SKSV)B{osGmJG z**FI|eT)l2x`P3Wf&S;~;|v$PwpW~Y(R$sfHPg9{vco7krV%BRH2f zW@#J_w83oRmiPZqqnE_7M?s?wjj=Wg(*!eOBrSHGyA-%VGord0Xq5%g3x z5%t(M-}rVW#=JH=MIW#7ENy0Wnq`GvU(Og)hr6j|hohg4gJzl2 zKGwXdeLQYNvBSlQYNaNou(om2 zB^A@G37$32&6|*SZAw3C?44{Pcjcx}1l!`htKgsasG%lL;HBPnxFmB@H9HhcQ0tc# zxcF3}_rV~$NK^T5bp*vMtqaEdFR{OOmi=Q}SFj>|)6BSu9@PVAl3)=;_#n;kgQ9 z3~%janN^+kzR}$4qSQxFkC+f@mUj$IQTWYP3uUN{czBTVvCg_==2OiE)%uGnQSEg(XJv0*{*9afm9$jei)YE}I;>#+ zgHRkOf49v3Q38nSM2*CdE`hfg>R+=l+G+Vga4(neM21RHFuJt8Ub8H?N2-r8w^QW( zEQS*M10VF+MNo}fS)$u5qdSlIg$*5#nKgXfZwcA@{^+IY2S;2`s?I3ql%)*@1JB!5 zhq_)j`gg??|Dh*B?B@|<6NienlU05xi{*1!dZ$3Jo$r*VV{DETnsA!^X~V3wQgmko}68 zV)>d9yvD1#5O)g;4|9ZYE*+5Bhpv0Fvf>qHDEwKPdKIUT@ZQnacvJ1OyH9+7^fxaE znPCa7&pS@EuQfgs*gICJ@r7^}o~hM7Y3n4*lAJG?U2b|z?1Tt%k7<+_au<54Rhw~xS%$StCt22!mR}k#J~L=Pu+A(9(zo+N4a1eULk1r4 zGqZ3M%1kp{eU0XtAn6`i8hr)F(-oWB-t3u9DLVS%yn@t1oek5!lw_?UUmGOW2<$Cs z6va)iaRFod0mRwMQZ_fn>H(=sSQimlY)D& z8W<3TISW%9tg}s%pb|-oDD2O4YTVG(Vk+wH^H(IPse8^nD60bF72)g<)(jxBreiRvejZYfE0#yQ zjtyZ9QoUWbeV5{SLuJZCQ&0N9nP4%_Z?8xOm}<|FJfV&U7+a2S>bTtF(nY6AbS*sM z8c;yZ-+ML-8LYatM#QoIn=*bOg%h)OrFjlk%MzZ|q|_#A*>`k**wy?o-KjtZP#<9N1qtUSnA`O5y(vi z2HNQ^?JJuca49heZwVhCfItBqCq^`R zwXk?g)Cd){<$9pfF!ix<%wPV$3?%>zIpRS5gSG-bxXk)DIRi!;#~CMYIW3$01nYr? 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"resolver": { + "type": "end_action" + }, + "variable": "step_195" + } + ], + "title": "Search", + "action": "action_44059-2", + "boosts": [], + "handlers": [], + "condition": { + "intent": "action_47312_intent_17298-2" + }, + "variables": [ + { + "variable": "step_001_result_1", + "data_type": "any" + }, + { + "title": "Sorry, the search failed!", + "variable": "step_105", + "data_type": "any" + }, + { + "variable": "step_117_result_1", + "data_type": "any" + }, + { + "variable": "step_146_result_1", + "data_type": "any" + }, + { + "variable": "step_164_result_1", + "data_type": "any" + }, + { + "variable": "step_167_result_1", + "data_type": "any" + }, + { + "variable": "step_169_result_1", + "data_type": "any" + }, + { + "title": "No response", + "variable": "step_195", + "data_type": "any" + }, + { + "variable": "step_222_result_1", + "data_type": "any" + }, + { + "title": "", + "variable": "step_237", + "data_type": "any" + }, + { + "variable": "step_237_result_1", + "data_type": "any" + }, + { + "variable": "step_237_result_2", + "data_type": "any" + }, + { + "variable": "step_249_result_1", + "data_type": "any" + }, + { + "variable": "step_272_result_2", + "data_type": "any" + }, + { + "variable": "step_286_result_1", + "data_type": "any" + }, + { + "variable": "step_338_result_1", + "data_type": "any" + }, + { + "variable": "step_418_result_2", + "data_type": "any" + }, + { + "title": "No response", + "variable": "step_474", + "data_type": "any" + }, + { + "variable": "step_474_result_1", + "data_type": "any" + }, + { + "variable": "step_474_result_2", + "data_type": "any" + }, + { + "variable": "step_492_result_1", + "data_type": "any" + }, + { + "variable": "step_543_result_1", + "data_type": "any" + }, + { + "variable": "step_597_result_1", + "data_type": "any" + }, + { + "variable": "step_748_result_1", + "data_type": "any" + }, + { + "variable": "step_749_result_1", + "data_type": "any" + }, + { + "title": "", + "variable": "step_774", + "data_type": "any" + }, + { + "variable": "step_774_result_2", + "data_type": "any" + }, + { + "variable": "step_829_result_1", + "data_type": "any" + }, + { + "variable": "step_863_result_1", + "data_type": "any" + }, + { + "variable": "step_876_result_1", + "data_type": "any" + }, + { + "variable": "step_896_result_1", + "data_type": "any" + }, + { + "variable": "step_978_result_1", + "data_type": "any" + }, + { + "title": "No response", + "variable": "step_983", + "data_type": "any" + } + ], + "next_action": "fallback", + "topic_switch": { + "allowed_from": true, + "allowed_into": true + }, + "disambiguation_opt_out": false + }, + { + "steps": [ + { + "step": "step_558", + "handlers": [], + "resolver": { + "type": "invoke_another_action_and_end", + "invoke_action": { + "action": "action_44059-2", + "parameters": null, + "result_variable": "step_558_result_1" + } + }, + "variable": "step_558", + "next_step": "step_001" + }, + { + "step": "step_001", + "output": { + "generic": [ + { + "values": [ + { + "text": "I'm afraid I don't understand. Please rephrase your question." + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "end_action" + }, + "variable": "step_001", + "condition": { + "lte": [ + { + "system_variable": "no_action_matches_count" + }, + { + "scalar": 3 + } + ] + }, + "next_step": "step_002" + }, + { + "step": "step_002", + "output": { + "generic": [ + { + "values": [ + { + "text": "" + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "invoke_another_action_and_end", + "invoke_action": { + "action": "fallback", + "parameters": null, + "result_variable": "step_002_result_1" + } + }, + "variable": "step_002", + "condition": { + "gt": [ + { + "system_variable": "no_action_matches_count" + }, + { + "scalar": 3 + } + ] + } + } + ], + "title": "No action matches", + "action": "anything_else", + "boosts": [], + "handlers": [], + "condition": { + "expression": "anything_else" + }, + "variables": [ + { + "title": "I am afraid I do not understand what you are asking, please re-p", + "variable": "step_001", + "data_type": "any" + }, + { + "variable": "step_002", + "data_type": "any" + }, + { + "variable": "step_002_result_1", + "data_type": "any" + }, + { + "title": "No response", + "variable": "step_558", + "data_type": "any" + }, + { + "variable": "step_558_result_1", + "data_type": "any" + } + ], + "disambiguation_opt_out": true + }, + { + "steps": [ + { + "step": "digression_failure", + "output": { + "generic": [ + { + "values": [ + { + "text": "Sorry I couldn't confirm if you wanted to return to previous topic, let me connect to an agent." + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "connect_to_agent", + "response": { + "transfer_info": { + "target": {} + }, + "agent_available": { + "message": "Let's send you to an available agent." + }, + "agent_unavailable": { + "message": "There are no agents available at this time. When one becomes available, we'll connect you." + }, + "message_to_human_agent": "" + } + }, + "variable": "digression_failure", + "condition": { + "eq": [ + { + "system_variable": "fallback_reason" + }, + { + "scalar": "Failed to confirm topic return" + } + ] + }, + "next_step": "step_001" + }, + { + "step": "step_001", + "output": { + "generic": [ + { + "values": [ + { + "text": "I'm afraid I don't understand. I can connect you to an agent." + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "connect_to_agent", + "response": { + "transfer_info": { + "target": {} + }, + "agent_available": { + "message": "Let's send you to an available agent." + }, + "agent_unavailable": { + "message": "There are no agents available at this time. When one becomes available, we'll connect you." + }, + "message_to_human_agent": "" + } + }, + "variable": "step_001", + "condition": { + "eq": [ + { + "system_variable": "fallback_reason" + }, + { + "scalar": "Step validation failed" + } + ] + }, + "next_step": "step_002" + }, + { + "step": "step_002", + "output": { + "generic": [ + { + "values": [ + { + "text": "Sorry I couldn't assist you. I will connect you to an agent right away." + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "connect_to_agent", + "response": { + "transfer_info": { + "target": {} + }, + "agent_available": { + "message": "Let's send you to an available agent." + }, + "agent_unavailable": { + "message": "There are no agents available at this time. When one becomes available, we'll connect you." + }, + "message_to_human_agent": "" + } + }, + "variable": "step_002", + "condition": { + "eq": [ + { + "system_variable": "fallback_reason" + }, + { + "scalar": "Agent requested" + } + ] + }, + "next_step": "step_003" + }, + { + "step": "step_003", + "output": { + "generic": [ + { + "values": [ + { + "text": "I am afraid I do not understand what you are asking, let me connect you to an agent." + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "connect_to_agent", + "response": { + "transfer_info": { + "target": {} + }, + "agent_available": { + "message": "Let's send you to an available agent." + }, + "agent_unavailable": { + "message": "There are no agents available at this time. When one becomes available, we'll connect you." + }, + "message_to_human_agent": "" + } + }, + "variable": "step_003", + "condition": { + "eq": [ + { + "system_variable": "fallback_reason" + }, + { + "scalar": "No action matches" + } + ] + }, + "next_step": "step_004" + }, + { + "step": "step_004", + "output": { + "generic": [ + { + "values": [ + { + "text": "It seems this conversation would be best managed by a human agent. Let me connect you to one of our agents." + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "connect_to_agent", + "response": { + "transfer_info": { + "target": {} + }, + "agent_available": { + "message": "Let's send you to an available agent." + }, + "agent_unavailable": { + "message": "There are no agents available at this time. When one becomes available, we'll connect you." + }, + "message_to_human_agent": "" + } + }, + "variable": "step_004", + "condition": { + "eq": [ + { + "system_variable": "fallback_reason" + }, + { + "scalar": "Danger word detected" + } + ] + }, + "next_step": "step_005" + }, + { + "step": "step_005", + "output": { + "generic": [ + { + "values": [ + { + "text": "It seems this conversation would be best managed by a human agent. Let me connect you to one of our agents." + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "connect_to_agent", + "response": { + "transfer_info": { + "target": {} + }, + "agent_available": { + "message": "Let's send you to an available agent." + }, + "agent_unavailable": { + "message": "There are no agents available at this time. When one becomes available, we'll connect you." + }, + "message_to_human_agent": "" + } + }, + "variable": "step_005", + "condition": { + "eq": [ + { + "system_variable": "fallback_reason" + }, + { + "scalar": "Profanity detected" + } + ] + } + } + ], + "title": "Fallback", + "action": "fallback", + "boosts": [], + "handlers": [], + "condition": { + "intent": "fallback_connect_to_agent" + }, + "variables": [ + { + "title": "Topic return failed", + "variable": "digression_failure", + "data_type": "any" + }, + { + "title": "I'm afraid I don't understand. I can connect you to an agent.", + "variable": "step_001", + "data_type": "any" + }, + { + "title": "Sorry I couldn't assist you. I will connect you to an agent righ", + "variable": "step_002", + "data_type": "any" + }, + { + "title": "I am afraid I do not understand what you are asking, let me conn", + "variable": "step_003", + "data_type": "any" + }, + { + "title": "It seems this conversation would be best managed", + "variable": "step_004", + "data_type": "any" + }, + { + "title": "Profanity - It seems this conversation", + "variable": "step_005", + "data_type": "any" + } + ], + "next_action": "run_always", + "disambiguation_opt_out": true + }, + { + "steps": [ + { + "step": "danger_word_detected", + "title": "Connect to agent", + "handlers": [], + "resolver": { + "type": "fallback" + }, + "variable": "danger_word_detected_variable", + "condition": { + "entity": "danger_words" + }, + "next_step": "profanity_detected" + }, + { + "step": "profanity_detected", + "title": "Show warning", + "output": { + "generic": [ + { + "values": [ + { + "text_expression": { + "concat": [ + { + "scalar": "Please use appropriate language when interacting with the assistant." + } + ] + } + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [ + { + "type": "max_hits", + "handler": "max_hits_handler", + "resolver": { + "type": "fallback" + } + } + ], + "max_hits": 2, + "resolver": { + "type": "end_action" + }, + "variable": "profanity_detected_variable", + "condition": { + "entity": "profane_words" + } + } + ], + "title": "Trigger word detected", + "action": "run_always", + "boosts": [], + "handlers": [], + "variables": [ + { + "title": "Profanity detected", + "variable": "danger_word_detected_variable", + "data_type": "any" + }, + { + "title": "Profane word detected", + "variable": "profanity_detected_variable", + "data_type": "any" + } + ], + "next_action": "anything_else" + }, + { + "steps": [ + { + "step": "step_001", + "output": { + "generic": [ + { + "values": [ + { + "text": "Welcome, how can I assist you?" + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "handlers": [], + "resolver": { + "type": "end_action" + }, + "variable": "step_001" + } + ], + "title": "Greet customer", + "action": "welcome", + "boosts": [], + "handlers": [], + "condition": { + "expression": "welcome" + }, + "variables": [ + { + "variable": "step_001", + "data_type": "any" + } + ], + "next_action": "action_24958", + "disambiguation_opt_out": true + } + ], + "intents": [ + { + "intent": "action_24958_intent_32992", + "examples": [ + { + "text": "Invoke PaLM" + } + ] + }, + { + "intent": "action_43808_intent_33082-2", + "examples": [] + }, + { + "intent": "action_47312_intent_17298-2", + "examples": [] + }, + { + "intent": "fallback_connect_to_agent", + "examples": [ + { + "text": "Agent help" + }, + { + "text": "Call agent" + }, + { + "text": "Can I connect to an agent?" + }, + { + "text": "I would like to speak to a human" + }, + { + "text": "I would like to speak to someone" + } + ], + "description": "Please transfer me to an agent" + } + ], + "entities": [ + { + "entity": "danger_words", + "values": [], + "fuzzy_match": false + }, + { + "entity": "profane_words", + "values": [], + "fuzzy_match": false + }, + { + "entity": "sys-yes-no", + "values": [] + } + ], + "metadata": { + "api_version": { + "major_version": "v2", + "minor_version": "2021-11-27" + } + }, + "variables": [ + { + "title": "discovery_date_version", + "variable": "discovery_date_version", + "data_type": "any", + "description": "Discovery date versions are documented in the release notes (https://cloud.ibm.com/docs/discovery-data?topic=discovery-data-release-notes).", + "initial_value": { + "scalar": "2023-05-16" + } + }, + { + "title": "discovery_project_id", + "variable": "discovery_project_id", + "data_type": "string", + "description": "You MUST set this value to the project ID of the Discovery project containing your data", + "initial_value": { + "scalar": "" + } + }, + { + "title": "model_prompt", + "variable": "model_prompt", + "data_type": "string", + "description": "" + }, + { + "title": "model_response", + "variable": "model_response", + "data_type": "string", + "description": "Text generated by the model in response to the model_prompt" + }, + { + "title": "passages", + "variable": "passages", + "data_type": "string", + "description": "" + }, + { + "title": "query_text", + "variable": "query_text", + "data_type": "any", + "description": "You MAY change this to pass queries to Watson Discovery. By default the Search action passes the user’s input.text directly." + }, + { + "title": "search_results", + "variable": "search_results", + "data_type": "any", + "description": "Response object from Discovery query (https://cloud.ibm.com/apidocs/discovery-data#query)." + }, + { + "title": "snippet", + "variable": "snippet", + "data_type": "any", + "description": "" + } + ], + "data_types": [], + "collections": [], + "counterexamples": [], + "system_settings": { + "variable": { + "format": { + "time": { + "pattern": "short" + }, + "currency": { + "fraction_digits": 2 + } + } + }, + "off_topic": { + "enabled": true + }, + "topic_switch": { + "enabled": true, + "messages": { + "enable_confirmation": true, + "confirmation_failure": { + "generic": [ + { + "values": [ + { + "text_expression": { + "concat": [ + { + "scalar": "I'm sorry, I did not catch that, please confirm." + } + ] + } + } + ], + "response_type": "text", + "selection_policy": "sequential" + } + ] + }, + "confirmation_request": { + "generic": [ + { + "values": [ + { + "text_expression": { + "concat": [ + { + "scalar": "Do you want to continue with the previous topic: " + }, + { + "system_variable": "digressed_from" + }, + { + "scalar": "?" + } + ] + } + } + ], + "response_type": "text", + "selection_policy": "sequential" + }, + { + "options": [ + { + "label": "Yes", + "value": { + "input": { + "text": "Yes" + } + } + }, + { + "label": "No", + "value": { + "input": { + "text": "No" + } + } + } + ], + "response_type": "option", + "repeat_on_reprompt": true + } + ] + } + }, + "max_tries": 3 + }, + "disambiguation": { + "prompt": "Did you mean:", + "enabled": true, + "randomize": true, + "max_suggestions": 5, + "suggestion_text_policy": "title", + "none_of_the_above_prompt": "None of the above", + "use_connect_to_support_prompt": "connect to support", + "single_answer_clarification_prompt": "Something else" + }, + "spelling_auto_correct": true + }, + "learning_opt_out": true + }, + "description": "created for assistant 1c76effb-2430-4334-8897-6cdad3c6282b", + "assistant_id": "04f1f830-2aaa-44d9-b0c9-b05db00b3468", + "workspace_id": "862dc847-bfa1-43be-96b2-d55e4eee05e1", + "dialog_settings": {}, + "next_snapshot_version": "1" +}